Pluralsight Path. Apache Spark on Databricks (2021)

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Pluralsight Path. Apache Spark on Databricks (2021)

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文件列表

  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Executing SQL Queries on Streaming Data/07. Demo - Checkpointing.mp4 17.7 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/05. Demo - Disk Partitioning.mp4 17.3 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/13. Demo - Configuring Watermarks on Streams.mp4 16.3 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Transforming Data Using DataFrames/9. Demo - Aggregation Transformations.mp4 15.6 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/5. Processing Data Using Joins and Window Functions/5. Demo - Performing Join Operations.mp4 15.1 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/4. Implementing Classification on Streaming Data/7. Demo - Decision Tree Classifier.mp4 14.9 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/exercise.7z 14.6 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/04. Demo - Building and Evaluating a Linear Regression Model.mp4 14.5 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Executing SQL Queries on Streaming Data/01. Demo - Executing SQL Queries to Process Streams.mp4 14.5 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/4. Modify Data Using Spark Functions/1. Demo - Reading and Parsing JSON Data.mp4 14.3 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/04. Demo - Transformations and Actions on RDDs.mp4 14.0 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/06. Demo - Tumbling Windows Using Event Time.mp4 13.6 MB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/2. Key Components of Azure Databricks/4. Demo - Understanding the Azure Databricks Environment.mp4 13.5 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/01. Demo - Provisioning an HDInsight Kafka Cluster.mp4 13.5 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Transforming Data Using DataFrames/7. Demo - Operations with Shuffled Writes to Disk.mp4 13.4 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/5. Processing Data Using Joins and Window Functions/2. Demo - Working with Data Partitions.mp4 13.4 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/07. Demo - Ingesting Streaming Data into Delta Lake.mp4 13.3 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/03. Demo - Auto Loader and Rescued Data.mp4 13.3 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transforming Data Using Spark SQL/3. Demo - Running SQL Queries in Spark.mp4 12.9 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/12. Demo - Publishing Events to Azure Event Hubs.mp4 12.8 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/11. Demo - Joining Bucketed and Unbucketed Tables.mp4 12.7 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/4. Implementing Classification on Streaming Data/4. Demo - Performing Predictions on Streaming Data.mp4 12.5 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/03. Delta Lake.mp4 12.4 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/4. Modify Data Using Spark Functions/7. Demo - Built-in Functions.mp4 12.4 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Performing Join Operations on Data/3. Demo - Streaming-static Joins - Other Join Operations.mp4 12.3 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/5. Processing Data Using Joins and Window Functions/8. Demo - Applying Window Functions.mp4 12.2 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/4. Modify Data Using Spark Functions/5. Demo - Reading from Azure Data Storage.mp4 12.0 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/4. Optimizing Spark for Performance/6. Demo - Running Queries on Cached Data.mp4 12.0 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/11. Demo - Feature Selection.mp4 12.0 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/09. Demo - More Operations Using Tumbling Windows.mp4 11.8 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/4. Modify Data Using Spark Functions/2. Demo - Accessing Nested Fields and List Elements.mp4 11.8 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/05. Demo - Performing Transformations on Streams.mp4 11.5 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/4. Optimizing Spark for Performance/2. Demo - Default Pool FIFO Scheduling.mp4 11.3 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/3. Stateful Queries and Motifs/7. Demo - Stateful Queries.mp4 11.3 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/2. Getting Started with Graph Algorithms in Spark/08. Demo - Creating GraphFrames.mp4 11.3 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/04. Data Ingestion - Definition, Challenges, and Best Practices.mp4 11.3 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/06. Demo - Standardization and Scaling.mp4 11.2 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/06. Demo - Creating an External Cloud Storage Source for Ingestion of Files.mp4 11.2 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transforming Data Using Spark SQL/4. Demo - Replacing Table Contents and Partitioning Tables.mp4 11.2 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/09. Demo - Processing and Visualizing Streams.mp4 11.1 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transforming Data Using Spark SQL/6. Demo - Running a Notebook as a Job on a Job Cluster.mp4 11.1 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Transforming Data Using DataFrames/8. Demo - Basic Transformations.mp4 11.1 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/4. Modify Data Using Spark Functions/6. Demo - Basic SQL Transformations.mp4 10.9 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/07. Demo - Reading Batch and Streaming Data.mp4 10.7 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/2. Getting Started with Graph Algorithms in Spark/10. Demo - Filtering Vertices and Edges.mp4 10.7 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/10. Demo - Label Encoding and One-hot Encoding.mp4 10.6 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/3. Stateful Queries and Motifs/5. Demo - Motif Finding in a Real-world Dataset.mp4 10.5 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Applying User-defined Functions to Transform Data/5. Demo - User-defined Functions (UDFs).mp4 10.5 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/03. Batch Processing vs. Stream Processing.mp4 10.4 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/10. Demo - Random Forest Regression.mp4 10.3 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/01. RDDs and Data Frames.mp4 10.2 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Applying User-defined Functions to Transform Data/6. Demo - Vectorized UDFs - Series to Series.mp4 10.1 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/5. Processing Data Using Joins and Window Functions/3. Demo - Repartitioning and Coalescing Data.mp4 10.1 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/08. Demo - Tracking Processed Files using Auto Loader.mp4 10.1 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/05. Event Time, Ingestion Time, and Processing Time.mp4 10.1 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Applying User-defined Functions to Transform Data/3. Demo - Loading Data into Azure Cosmos DB.mp4 10.0 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/11. Demo - Exploring Databricks Visualizations.mp4 9.9 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/04. Demo; Writing Streams to File Sinks.mp4 9.8 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/4. Implementing Classification on Streaming Data/1. Quick Overview of Logistic Regression.mp4 9.8 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of Apache Spark on Databricks/6. Databricks Science and Engineering Concepts.mp4 9.8 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Performing Join Operations on Data/2. Demo - Streaming-static Joins - Full Outer Join.mp4 9.6 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/11. Demo - Gradient Boosted Tree Regression.mp4 9.5 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/05. Demo - Hyperparameter Tuning.mp4 9.5 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Executing SQL Queries on Streaming Data/08. Demo - Running a Streaming Job on a Cluster.mp4 9.5 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Executing SQL Queries on Streaming Data/02. Demo - Creating an AWS User and S3 Bucket.mp4 9.4 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/01. Breadth-first and Depth-first Traversal.mp4 9.4 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of Apache Spark on Databricks/9. Demo - Provisionsing an All Purpose Cluster.mp4 9.4 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/02. Auto Loader.mp4 9.3 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/10. Demo - Bucketed and Unbucketed Tables.mp4 9.2 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/3. Stateful Queries and Motifs/6. Demo - Motif Finding with Complex Patterns.mp4 9.2 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Performing Join Operations on Data/6. Demo - Inner Joins with Watermarks.mp4 9.2 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transforming Data Using Spark SQL/1. The Catalyst Optimizer.mp4 9.1 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Performing Join Operations on Data/5. Demo - Streaming-streaming Joins.mp4 9.1 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Transforming Data Using DataFrames/6. Demo - Configuring Workspace and Cluster.mp4 9.0 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/5. Processing Data Using Joins and Window Functions/7. Row Frames and Range Frames.mp4 9.0 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/11. Demo - Configuring Triggers.mp4 8.9 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/10. Watermarking to Limit State.mp4 8.8 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/4. Implementing Classification on Streaming Data/3. Demo - Logistic Regression.mp4 8.8 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/09. Demo - PageRank.mp4 8.8 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/4. Optimizing Spark for Performance/3. Demo - Configuring Different Pools to Share Resources.mp4 8.7 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/07. Demo - Connected Components and Strongly Connected Components.mp4 8.7 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Applying User-defined Functions to Transform Data/4. Demo - Reading Data from Cosmos DB in Spark.mp4 8.5 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/3. Stateful Queries and Motifs/3. Demo - Motif Finding.mp4 8.5 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/03. Demo - Exploring the Life Expectancy Dataset.mp4 8.5 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Performing Join Operations on Data/4. Demo - Setting up Multiple Streaming Sources.mp4 8.4 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of Apache Spark on Databricks/3. Introducing Apache Spark.mp4 8.4 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transforming Data Using Spark SQL/5. Demo - Running Interactive Queries on a Notebook on an All-purpose Cluster.mp4 8.3 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/08. Demo - Writing CSV Files out to DBFS.mp4 8.3 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/07. Demo - Z-ordering on a Small Delta Table.mp4 8.3 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Transforming Data Using DataFrames/4. RDDs and Data Frames.mp4 8.3 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/02. Demo - Breadth-first Search.mp4 8.3 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/07. Demo - Basic Selection and Filtering Operations.mp4 8.3 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/06. Demo - Reading Streaming Data from a File Source.mp4 8.1 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/07. Demo - Operations Using Global Windows.mp4 8.1 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/05. Demo - Exploring the Diabetes Dataset.mp4 8.1 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/3. Stateful Queries and Motifs/4. Demo - Anonymous Edges, Anonymous Vertices, and Negated Terms.mp4 8.0 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Executing SQL Queries on Streaming Data/03. Demo - Mounting an S3 Bucket to DBFS.mp4 8.0 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/03. Machine Learning on Apache Spark.mp4 8.0 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/09. Demo - Exploring the CO2 Emissions Dataset.mp4 8.0 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/02. Performance Bottlenecks in Spark - Serialization and Skew.mp4 7.8 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/08. Demo - Running a Simple Streaming Query.mp4 7.8 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/04. Micro-batch and Continuous Processing.mp4 7.8 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/09. Demo - Complete Mode.mp4 7.7 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of Apache Spark on Databricks/4. Spark Architecture.mp4 7.7 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/04. Tumbling, Sliding, and Global Windows.mp4 7.7 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/10. Demo - Operations Using Sliding Windows.mp4 7.6 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/07. Output Modes.mp4 7.5 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/4. Optimizing Spark for Performance/1. FIFO and Fair Schedulers.mp4 7.5 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/03. Demo - dbutils.mp4 7.5 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/4. Optimizing Spark for Performance/4. Delta Cache.mp4 7.5 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/03. Performance Bottlenecks in Spark - Spill, Shuffle, and Memory.mp4 7.4 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/08. Demo - Z-ordering on a Large Delta Table.mp4 7.3 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/03. Stateless and Stateful Transformations.mp4 7.3 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Transforming Data Using DataFrames/5. Narrow and Wide Transformations.mp4 7.3 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/06. Demo - Uploading a Dataset to DBFS Using Notebooks.mp4 7.3 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/4. Implementing Classification on Streaming Data/2. Demo - Exploring the Loan Dataset.mp4 7.3 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/3. Stateful Queries and Motifs/8. Demo - Sub Graphs.mp4 7.2 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Performing Join Operations on Data/1. Streaming Joins.mp4 7.2 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/02. Demo - Configuring Kafka to Avertise IP Addresses.mp4 7.2 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/4. Modify Data Using Spark Functions/3. Demo - Setting up an Azure Storage Account.mp4 7.2 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Executing SQL Queries on Streaming Data/09. Demo - Viewing Job Results.mp4 7.2 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/01. Quick Overview of Linear Regression.mp4 7.1 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/09. Configuring Watermarks in Spark.mp4 7.1 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/03. Shortest Path.mp4 7.1 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Performing Join Operations on Data/7. Demo - Left Outer and Left Semi Joins with Watermarks.mp4 7.1 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/05. Demo - Peering the Kafka Cluster with the Databricks Cl.mp4 7.0 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/01. Performance Issues in Spark.mp4 7.0 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/exercise.7z 7.0 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/10. Demo - Visualizing Data Using the Display Command.mp4 7.0 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/08. Demo - Operations Using Tumbling Windows.mp4 6.9 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/10. Demo - Ingesting Data into Delta Lake Using SQL.mp4 6.8 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/08. Demo - Append Mode.mp4 6.7 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/05. Demo - Triangle Count.mp4 6.7 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/07. Demo - Normalization.mp4 6.7 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/05. Demo - Transformations and Actions on Data Frames.mp4 6.6 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/10. Demo - Update Mode.mp4 6.5 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/04. Demo - Creating a Kafka Topic and Setting up a Producer.mp4 6.5 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/06. Continuous Applications in Spark.mp4 6.5 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transforming Data Using Spark SQL/2. Demo - Creating Global Table.mp4 6.4 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/10. Triggers.mp4 6.3 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of Apache Spark on Databricks/7. Azure Databricks Architectural Overview.mp4 6.3 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/02. Lasso Ridge and Elastic Net Regression.mp4 6.2 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/04. Demo - Shortest Path.mp4 6.1 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/2. Getting Started with Graph Algorithms in Spark/03. Graphs to Model Relationships.mp4 6.0 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/03. Demo - Accessing the Kafka Broker, Zookeeper Hostname, .mp4 6.0 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/09. Demo - Ingesting Batch Data into Delta Lake.mp4 5.9 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/11. Databricks Data Ingestion Network.mp4 5.7 MB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/3. Capabilities of Azure Databricks/3. Machine Learning in Azure Databricks.mp4 5.7 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/4. Implementing Classification on Streaming Data/6. Demo - Exploring the Bank Marketing Campaign Dataset.mp4 5.7 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Executing SQL Queries on Streaming Data/04. Demo - Auto Loader to Read from an S3 Bucket Source.mp4 5.6 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of Apache Spark on Databricks/5. Introducing Databricks.mp4 5.6 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Applying User-defined Functions to Transform Data/9. Demo - Vectorized UDFs - Series to Scalar.mp4 5.6 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/09. Demo - Tokenizing Text Data.mp4 5.5 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/2. Getting Started with Graph Algorithms in Spark/06. GraphFrames on Databricks.mp4 5.5 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/11. Demo - Azure Event Hubs as a Streaming Source.mp4 5.5 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of Apache Spark on Databricks/8. Demo - Creating an Azure Databricks Workspace.mp4 5.4 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/4. Implementing Classification on Streaming Data/8. Demo - Hyperparameter Tuning with Cross Validation.mp4 5.4 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/5. Processing Data Using Joins and Window Functions/4. Demo - Performing Union Operations.mp4 5.3 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Applying User-defined Functions to Transform Data/8. Demo - Vectorized UDFs - Iterator of Multiple Series to Iterator of Series.mp4 5.3 MB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/3. Capabilities of Azure Databricks/2. ETL in Azure Databricks.mp4 5.3 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/08. Watermarks and Late Data.mp4 5.2 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/04. Demo - Configuring the Workspace and Setting up a Notebook.mp4 5.2 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/06. Data Skipping and Z-order Clustering.mp4 5.2 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/06. Quick Overview of Ensemble Learning.mp4 5.1 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Transforming Data Using DataFrames/3. Apache Spark on Databricks.mp4 5.1 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Applying User-defined Functions to Transform Data/2. Vectorized UDFs.mp4 5.0 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/09. Demo - Creating a Table Using the Databricks UI.mp4 4.9 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/05. Stream Processing in Apache Spark.mp4 4.9 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/5. Processing Data Using Joins and Window Functions/6. Window Functions.mp4 4.9 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/08. Machine Learning Pipelines.mp4 4.9 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/4. Optimizing Spark for Performance/7. New Features in Apache Spark 3.0.mp4 4.8 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/exercise.7z 4.7 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/4. Modify Data Using Spark Functions/4. Demo - Storing Secrets in the Azure Key Vault.mp4 4.6 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/05. Auto Loader for Data Ingestion.mp4 4.5 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/2. Getting Started with Graph Algorithms in Spark/07. Demo - Installing GraphFrames and NetworkX.mp4 4.5 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/2. Getting Started with Graph Algorithms in Spark/05. Adjacent Nodes, Paths, Degree of a Node.mp4 4.5 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/06. Demo - Stream Processing.mp4 4.4 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/4. Implementing Classification on Streaming Data/5. Quick Overview of Decision Trees.mp4 4.3 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Executing SQL Queries on Streaming Data/05. Demo - Applying UDFs on Streaming Data.mp4 4.3 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Applying User-defined Functions to Transform Data/7. Demo - Vectorized UDFs - Iterator of Series to Iterator of Series.mp4 4.2 MB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/3. Capabilities of Azure Databricks/4. Streaming in Azure Databricks.mp4 4.2 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/08. Demo - Converting Continuous Values to Categorical Values.mp4 4.1 MB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/2. Key Components of Azure Databricks/2. What Is Azure Databricks.mp4 4.1 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Executing SQL Queries on Streaming Data/06. Checkpointing.mp4 4.0 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/1. Course Overview/1. Course Overview.mp4 3.9 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/02. Spark APIs.mp4 3.9 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/1. Course Overview/1. Course Overview.mp4 3.9 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/4. Optimizing Spark for Performance/5. Demo - Configuring the Delta Cache on a Cluster.mp4 3.8 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/1. Course Overview/1. Course Overview.mp4 3.8 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/1. Course Overview/1. Course Overview.mp4 3.7 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/1. Course Overview/1. Course Overview.mp4 3.7 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/1. Course Overview/1. Course Overview.mp4 3.7 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of Apache Spark on Databricks/2. Prequisites and Course Outline.mp4 3.6 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/5. Processing Data Using Joins and Window Functions/1. Partitioning.mp4 3.6 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/02. Prerequisites and Course Outline.mp4 3.6 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/09. Bucketing to Optimize Joins.mp4 3.5 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/1. Course Overview/1. Course Overview.mp4 3.5 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/2. Getting Started with Graph Algorithms in Spark/09. Demo - Indegree and Outdegree.mp4 3.5 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/02. Prerequisites and Course Outline.mp4 3.4 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Applying User-defined Functions to Transform Data/1. User-defined Functions (UDFs).mp4 3.4 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/2. Getting Started with Graph Algorithms in Spark/04. Directed and Undirected Graphs.mp4 3.3 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/07. Averaging and Boosting.mp4 3.3 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/02. Prerequisites and Course Outline.mp4 3.3 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/01. Streaming Sources and Sinks.mp4 3.2 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/3. Stateful Queries and Motifs/2. Domain-specific Language for Motif Finding.mp4 3.2 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/06. Connected Components and Strongly Connected Components.mp4 3.1 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Transforming Data Using DataFrames/2. Prerequisites and Course Outline.mp4 3.1 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/02. Prerequisites and Course Outline.mp4 3.1 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/2. Getting Started with Graph Algorithms in Spark/02. Prerequisites and Course Outline.mp4 3.0 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/exercise.7z 2.8 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/exercise.7z 2.8 MB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/exercise.7z 2.8 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/08. PageRank.mp4 2.7 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/3. Stateful Queries and Motifs/1. Motif Finding.mp4 2.7 MB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/1. Course Overview/1. Course Overview.mp4 2.6 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/exercise.7z 2.5 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/07. Demo - Sliding Windows Using Event Time.mp4 2.4 MB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/2. Key Components of Azure Databricks/3. What Are the Components of Azure Databricks.mp4 2.4 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/exercise.7z 2.3 MB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/4. Implementing Classification on Streaming Data/9. Summary and Further Study.mp4 2.3 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/04. Memory Partitions and Disk Partitions.mp4 2.2 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Executing SQL Queries on Streaming Data/10. Summary and Further Study.mp4 2.2 MB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/5. Processing Data Using Joins and Window Functions/9. Summary and Further Study.mp4 2.1 MB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/10. Summary and Further Study.mp4 2.0 MB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/4. Optimizing Spark for Performance/8. Summary and Further Study.mp4 1.9 MB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/4. Modify Data Using Spark Functions/8. Summary and Next Steps.mp4 1.9 MB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/12. Module Summary.mp4 1.8 MB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Performing Join Operations on Data/8. Summary and Further Study.mp4 1.8 MB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/2. Key Components of Azure Databricks/5. Conclusion.mp4 1.3 MB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/3. Capabilities of Azure Databricks/5. Conclusion.mp4 1.2 MB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/2. Key Components of Azure Databricks/1. Introduction.mp4 949.1 kB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/3. Capabilities of Azure Databricks/1. Introduction.mp4 817.5 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/01. Version Check.mp4 579.0 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/2. Getting Started with Graph Algorithms in Spark/01. Version Check.mp4 559.4 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/01. Version Check.mp4 554.1 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/01. Version Check.mp4 553.7 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Transforming Data Using DataFrames/1. Version Check.mp4 552.0 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of Apache Spark on Databricks/1. Version Check.mp4 544.4 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/01. Version Check.mp4 537.7 kB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/cover.jpg 419.5 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/cover.jpg 223.0 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/cover.jpg 211.3 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/cover.jpg 208.8 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/cover.jpg 194.3 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/cover.jpg 186.1 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/cover.jpg 185.0 kB
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  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/cover.jpg 158.7 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Transforming Data Using DataFrames/9. Demo - Aggregation Transformations.vtt 11.6 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/13. Demo - Configuring Watermarks on Streams.vtt 10.9 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Executing SQL Queries on Streaming Data/07. Demo - Checkpointing.vtt 10.3 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/5. Processing Data Using Joins and Window Functions/5. Demo - Performing Join Operations.vtt 10.1 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/03. Delta Lake.vtt 10.1 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/05. Demo - Disk Partitioning.vtt 10.1 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Executing SQL Queries on Streaming Data/01. Demo - Executing SQL Queries to Process Streams.vtt 9.7 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/4. Implementing Classification on Streaming Data/7. Demo - Decision Tree Classifier.vtt 9.4 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/05. Event Time, Ingestion Time, and Processing Time.vtt 9.3 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/07. Demo - Ingesting Streaming Data into Delta Lake.vtt 9.2 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of Apache Spark on Databricks/6. Databricks Science and Engineering Concepts.vtt 9.1 kB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/2. Key Components of Azure Databricks/4. Demo - Understanding the Azure Databricks Environment.vtt 9.0 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/01. Breadth-first and Depth-first Traversal.vtt 8.8 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/01. RDDs and Data Frames.vtt 8.8 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/01. Demo - Provisioning an HDInsight Kafka Cluster.vtt 8.8 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/03. Batch Processing vs. Stream Processing.vtt 8.7 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transforming Data Using Spark SQL/1. The Catalyst Optimizer.vtt 8.6 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/04. Data Ingestion - Definition, Challenges, and Best Practices.vtt 8.6 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transforming Data Using Spark SQL/3. Demo - Running SQL Queries in Spark.vtt 8.5 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/04. Demo - Building and Evaluating a Linear Regression Model.vtt 8.5 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/4. Implementing Classification on Streaming Data/1. Quick Overview of Logistic Regression.vtt 8.4 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transforming Data Using Spark SQL/6. Demo - Running a Notebook as a Job on a Job Cluster.vtt 8.4 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/11. Demo - Joining Bucketed and Unbucketed Tables.vtt 8.2 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/09. Demo - More Operations Using Tumbling Windows.vtt 8.1 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/03. Demo - Auto Loader and Rescued Data.vtt 8.0 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Transforming Data Using DataFrames/7. Demo - Operations with Shuffled Writes to Disk.vtt 8.0 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/2. Getting Started with Graph Algorithms in Spark/10. Demo - Filtering Vertices and Edges.vtt 7.9 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/2. Getting Started with Graph Algorithms in Spark/08. Demo - Creating GraphFrames.vtt 7.9 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/4. Modify Data Using Spark Functions/7. Demo - Built-in Functions.vtt 7.9 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Transforming Data Using DataFrames/8. Demo - Basic Transformations.vtt 7.9 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/06. Demo - Tumbling Windows Using Event Time.vtt 7.9 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/5. Processing Data Using Joins and Window Functions/8. Demo - Applying Window Functions.vtt 7.9 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/03. Stateless and Stateful Transformations.vtt 7.8 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transforming Data Using Spark SQL/4. Demo - Replacing Table Contents and Partitioning Tables.vtt 7.7 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/07. Demo - Reading Batch and Streaming Data.vtt 7.7 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/4. Modify Data Using Spark Functions/1. Demo - Reading and Parsing JSON Data.vtt 7.7 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/4. Optimizing Spark for Performance/1. FIFO and Fair Schedulers.vtt 7.6 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/11. Demo - Feature Selection.vtt 7.5 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of Apache Spark on Databricks/9. Demo - Provisionsing an All Purpose Cluster.vtt 7.5 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of Apache Spark on Databricks/3. Introducing Apache Spark.vtt 7.5 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/05. Demo - Performing Transformations on Streams.vtt 7.4 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/5. Processing Data Using Joins and Window Functions/2. Demo - Working with Data Partitions.vtt 7.4 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/4. Modify Data Using Spark Functions/2. Demo - Accessing Nested Fields and List Elements.vtt 7.4 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/04. Tumbling, Sliding, and Global Windows.vtt 7.4 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/02. Auto Loader.vtt 7.4 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/04. Micro-batch and Continuous Processing.vtt 7.4 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/4. Modify Data Using Spark Functions/6. Demo - Basic SQL Transformations.vtt 7.4 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/11. Demo - Exploring Databricks Visualizations.vtt 7.3 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/4. Modify Data Using Spark Functions/5. Demo - Reading from Azure Data Storage.vtt 7.3 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Performing Join Operations on Data/3. Demo - Streaming-static Joins - Other Join Operations.vtt 7.2 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/4. Optimizing Spark for Performance/2. Demo - Default Pool FIFO Scheduling.vtt 7.2 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Transforming Data Using DataFrames/4. RDDs and Data Frames.vtt 7.1 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Applying User-defined Functions to Transform Data/5. Demo - User-defined Functions (UDFs).vtt 7.1 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Transforming Data Using DataFrames/5. Narrow and Wide Transformations.vtt 7.1 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/03. Performance Bottlenecks in Spark - Spill, Shuffle, and Memory.vtt 7.0 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/12. Demo - Publishing Events to Azure Event Hubs.vtt 7.0 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/10. Watermarking to Limit State.vtt 6.8 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/3. Stateful Queries and Motifs/7. Demo - Stateful Queries.vtt 6.8 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/5. Processing Data Using Joins and Window Functions/7. Row Frames and Range Frames.vtt 6.8 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Performing Join Operations on Data/1. Streaming Joins.vtt 6.8 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/4. Optimizing Spark for Performance/6. Demo - Running Queries on Cached Data.vtt 6.7 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/03. Machine Learning on Apache Spark.vtt 6.7 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/04. Demo - Transformations and Actions on RDDs.vtt 6.7 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Executing SQL Queries on Streaming Data/08. Demo - Running a Streaming Job on a Cluster.vtt 6.7 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Applying User-defined Functions to Transform Data/6. Demo - Vectorized UDFs - Series to Series.vtt 6.5 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/09. Demo - PageRank.vtt 6.5 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/3. Stateful Queries and Motifs/5. Demo - Motif Finding in a Real-world Dataset.vtt 6.5 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/07. Demo - Z-ordering on a Small Delta Table.vtt 6.5 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/06. Demo - Standardization and Scaling.vtt 6.5 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of Apache Spark on Databricks/4. Spark Architecture.vtt 6.5 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/02. Performance Bottlenecks in Spark - Serialization and Skew.vtt 6.5 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/10. Demo - Random Forest Regression.vtt 6.4 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/06. Demo - Creating an External Cloud Storage Source for Ingestion of Files.vtt 6.4 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/07. Output Modes.vtt 6.4 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/09. Demo - Processing and Visualizing Streams.vtt 6.3 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Transforming Data Using DataFrames/6. Demo - Configuring Workspace and Cluster.vtt 6.3 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/04. Demo; Writing Streams to File Sinks.vtt 6.2 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/4. Implementing Classification on Streaming Data/4. Demo - Performing Predictions on Streaming Data.vtt 6.2 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/11. Demo - Gradient Boosted Tree Regression.vtt 6.2 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/10. Demo - Label Encoding and One-hot Encoding.vtt 6.1 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/4. Optimizing Spark for Performance/4. Delta Cache.vtt 6.1 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/10. Demo - Bucketed and Unbucketed Tables.vtt 6.1 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/01. Quick Overview of Linear Regression.vtt 6.0 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/11. Demo - Configuring Triggers.vtt 6.0 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/10. Triggers.vtt 5.9 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/07. Demo - Connected Components and Strongly Connected Components.vtt 5.9 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/07. Demo - Basic Selection and Filtering Operations.vtt 5.9 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/06. Continuous Applications in Spark.vtt 5.8 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/05. Demo - Exploring the Diabetes Dataset.vtt 5.8 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Performing Join Operations on Data/6. Demo - Inner Joins with Watermarks.vtt 5.8 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/01. Performance Issues in Spark.vtt 5.7 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/05. Demo - Hyperparameter Tuning.vtt 5.7 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transforming Data Using Spark SQL/5. Demo - Running Interactive Queries on a Notebook on an All-purpose Cluster.vtt 5.7 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/03. Demo - Exploring the Life Expectancy Dataset.vtt 5.7 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of Apache Spark on Databricks/7. Azure Databricks Architectural Overview.vtt 5.7 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/03. Shortest Path.vtt 5.7 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Performing Join Operations on Data/2. Demo - Streaming-static Joins - Full Outer Join.vtt 5.7 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/02. Lasso Ridge and Elastic Net Regression.vtt 5.7 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/4. Implementing Classification on Streaming Data/3. Demo - Logistic Regression.vtt 5.6 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/4. Optimizing Spark for Performance/3. Demo - Configuring Different Pools to Share Resources.vtt 5.6 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Executing SQL Queries on Streaming Data/02. Demo - Creating an AWS User and S3 Bucket.vtt 5.6 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/09. Configuring Watermarks in Spark.vtt 5.5 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/3. Stateful Queries and Motifs/8. Demo - Sub Graphs.vtt 5.3 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/07. Demo - Operations Using Global Windows.vtt 5.3 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/3. Stateful Queries and Motifs/3. Demo - Motif Finding.vtt 5.3 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/3. Stateful Queries and Motifs/4. Demo - Anonymous Edges, Anonymous Vertices, and Negated Terms.vtt 5.3 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/08. Demo - Z-ordering on a Large Delta Table.vtt 5.3 kB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/3. Capabilities of Azure Databricks/3. Machine Learning in Azure Databricks.vtt 5.3 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/10. Demo - Operations Using Sliding Windows.vtt 5.2 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/5. Processing Data Using Joins and Window Functions/3. Demo - Repartitioning and Coalescing Data.vtt 5.2 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/02. Demo - Breadth-first Search.vtt 5.2 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/06. Demo - Uploading a Dataset to DBFS Using Notebooks.vtt 5.2 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Performing Join Operations on Data/5. Demo - Streaming-streaming Joins.vtt 5.2 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/03. Demo - dbutils.vtt 5.1 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Performing Join Operations on Data/4. Demo - Setting up Multiple Streaming Sources.vtt 5.1 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Applying User-defined Functions to Transform Data/3. Demo - Loading Data into Azure Cosmos DB.vtt 5.1 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Executing SQL Queries on Streaming Data/03. Demo - Mounting an S3 Bucket to DBFS.vtt 5.1 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/06. Demo - Reading Streaming Data from a File Source.vtt 5.1 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Applying User-defined Functions to Transform Data/4. Demo - Reading Data from Cosmos DB in Spark.vtt 5.1 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/3. Stateful Queries and Motifs/6. Demo - Motif Finding with Complex Patterns.vtt 5.1 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/09. Demo - Exploring the CO2 Emissions Dataset.vtt 5.1 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/08. Demo - Writing CSV Files out to DBFS.vtt 5.0 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/10. Demo - Update Mode.vtt 5.0 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/05. Demo - Peering the Kafka Cluster with the Databricks Cl.vtt 4.9 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/08. Demo - Tracking Processed Files using Auto Loader.vtt 4.7 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/2. Getting Started with Graph Algorithms in Spark/03. Graphs to Model Relationships.vtt 4.7 kB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/3. Capabilities of Azure Databricks/2. ETL in Azure Databricks.vtt 4.5 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/4. Implementing Classification on Streaming Data/2. Demo - Exploring the Loan Dataset.vtt 4.5 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/10. Demo - Visualizing Data Using the Display Command.vtt 4.5 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/2. Getting Started with Graph Algorithms in Spark/06. GraphFrames on Databricks.vtt 4.5 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/08. Demo - Running a Simple Streaming Query.vtt 4.5 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/05. Demo - Triangle Count.vtt 4.5 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transforming Data Using Spark SQL/2. Demo - Creating Global Table.vtt 4.5 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/09. Demo - Complete Mode.vtt 4.4 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/11. Databricks Data Ingestion Network.vtt 4.4 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/5. Processing Data Using Joins and Window Functions/6. Window Functions.vtt 4.3 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/08. Demo - Operations Using Tumbling Windows.vtt 4.3 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/05. Stream Processing in Apache Spark.vtt 4.3 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of Apache Spark on Databricks/5. Introducing Databricks.vtt 4.3 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/08. Watermarks and Late Data.vtt 4.3 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Transforming Data Using DataFrames/3. Apache Spark on Databricks.vtt 4.3 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/05. Demo - Transformations and Actions on Data Frames.vtt 4.2 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/4. Modify Data Using Spark Functions/3. Demo - Setting up an Azure Storage Account.vtt 4.2 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/08. Demo - Append Mode.vtt 4.2 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/09. Demo - Ingesting Batch Data into Delta Lake.vtt 4.2 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Applying User-defined Functions to Transform Data/9. Demo - Vectorized UDFs - Series to Scalar.vtt 4.2 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/06. Quick Overview of Ensemble Learning.vtt 4.2 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/2. Getting Started with Graph Algorithms in Spark/05. Adjacent Nodes, Paths, Degree of a Node.vtt 4.2 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/10. Demo - Ingesting Data into Delta Lake Using SQL.vtt 4.1 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/04. Demo - Creating a Kafka Topic and Setting up a Producer.vtt 4.1 kB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/3. Capabilities of Azure Databricks/4. Streaming in Azure Databricks.vtt 4.1 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/02. Demo - Configuring Kafka to Avertise IP Addresses.vtt 4.1 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Performing Join Operations on Data/7. Demo - Left Outer and Left Semi Joins with Watermarks.vtt 4.1 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/06. Data Skipping and Z-order Clustering.vtt 4.0 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/05. Auto Loader for Data Ingestion.vtt 4.0 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/08. Machine Learning Pipelines.vtt 3.9 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/04. Demo - Shortest Path.vtt 3.9 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Applying User-defined Functions to Transform Data/2. Vectorized UDFs.vtt 3.8 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/04. Demo - Configuring the Workspace and Setting up a Notebook.vtt 3.8 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of Apache Spark on Databricks/8. Demo - Creating an Azure Databricks Workspace.vtt 3.8 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/4. Optimizing Spark for Performance/7. New Features in Apache Spark 3.0.vtt 3.7 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/4. Implementing Classification on Streaming Data/8. Demo - Hyperparameter Tuning with Cross Validation.vtt 3.7 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/07. Demo - Normalization.vtt 3.7 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/11. Demo - Azure Event Hubs as a Streaming Source.vtt 3.7 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/4. Implementing Classification on Streaming Data/6. Demo - Exploring the Bank Marketing Campaign Dataset.vtt 3.7 kB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/2. Key Components of Azure Databricks/2. What Is Azure Databricks.vtt 3.7 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/4. Implementing Classification on Streaming Data/5. Quick Overview of Decision Trees.vtt 3.6 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of Apache Spark on Databricks/2. Prequisites and Course Outline.vtt 3.6 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/09. Demo - Tokenizing Text Data.vtt 3.6 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/2. Getting Started with Graph Algorithms in Spark/07. Demo - Installing GraphFrames and NetworkX.vtt 3.5 kB
  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/3. Transformations, Actions, and Visualizations/09. Demo - Creating a Table Using the Databricks UI.vtt 3.5 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Applying User-defined Functions to Transform Data/8. Demo - Vectorized UDFs - Iterator of Multiple Series to Iterator of Series.vtt 3.5 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/02. Prerequisites and Course Outline.vtt 3.4 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/1. Course Overview/1. Course Overview.vtt 3.4 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/02. Prerequisites and Course Outline.vtt 3.3 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Executing SQL Queries on Streaming Data/09. Demo - Viewing Job Results.vtt 3.2 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/02. Prerequisites and Course Outline.vtt 3.2 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/03. Demo - Accessing the Kafka Broker, Zookeeper Hostname, .vtt 3.2 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/1. Course Overview/1. Course Overview.vtt 3.2 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/5. Processing Data Using Joins and Window Functions/1. Partitioning.vtt 3.1 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/5. Processing Data Using Joins and Window Functions/4. Demo - Performing Union Operations.vtt 3.1 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/2. Getting Started with Graph Algorithms in Spark/04. Directed and Undirected Graphs.vtt 3.1 kB
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  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/09. Bucketing to Optimize Joins.vtt 3.1 kB
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  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/02. Prerequisites and Course Outline.vtt 2.9 kB
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  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/~i.txt 2.7 kB
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  • A1. Getting Started with Apache Spark on Databricks (Janani Ravi, 2021)/4. Modify Data Using Spark Functions/4. Demo - Storing Secrets in the Azure Key Vault.vtt 2.6 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/3. Stateful Queries and Motifs/1. Motif Finding.vtt 2.5 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/~i.txt 2.5 kB
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/3. Performing Regression on Batch Data/07. Averaging and Boosting.vtt 2.5 kB
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  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/2. Key Components of Azure Databricks/3. What Are the Components of Azure Databricks.vtt 2.2 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Applying Transformations on Streaming Data/06. Demo - Stream Processing.vtt 2.2 kB
  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/5. Processing Data Using Joins and Window Functions/9. Summary and Further Study.vtt 2.1 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/4. Optimizing Spark for Performance/8. Summary and Further Study.vtt 2.1 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/10. Summary and Further Study.vtt 2.1 kB
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/4. Implementing Graph Algorithms/08. PageRank.vtt 2.1 kB
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/4. Executing SQL Queries on Streaming Data/10. Summary and Further Study.vtt 2.1 kB
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  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/12. Module Summary.vtt 1.9 kB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/1. Course Overview/1. Course Overview.vtt 1.7 kB
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/3. Exploring Aggregations Using Watermarks/07. Demo - Sliding Windows Using Event Time.vtt 1.6 kB
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/3. Diagnosing and Mitigating Performance Problems/04. Memory Partitions and Disk Partitions.vtt 1.5 kB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/~i.txt 1.5 kB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/2. Key Components of Azure Databricks/5. Conclusion.vtt 1.4 kB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/3. Capabilities of Azure Databricks/5. Conclusion.vtt 1.2 kB
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/2. Key Components of Azure Databricks/1. Introduction.vtt 823 Bytes
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/playlist.m3u 743 Bytes
  • Data Literacy. Essentials of Azure Databricks (Dayo Bamikole, 2021)/3. Capabilities of Azure Databricks/1. Introduction.vtt 742 Bytes
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  • A2. Handling Batch Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Transforming Data Using DataFrames/1. Version Check.vtt 7 Bytes
  • B1. Processing Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Overview of the Streaming Architecture in Apache Spark/01. Version Check.vtt 7 Bytes
  • B2. Windowing and Join Operations on Streaming Data with Apache Spark on Databricks (Janani Ravi, 2021)/2. Performing Windowing Operations on Data/01. Version Check.vtt 7 Bytes
  • C1. Predictive Analytics Using Apache Spark MLlib on Databricks (Janani Ravi, 2021)/2. Getting Started with Machine Learning with Apache Spark on Databricks/01. Version Check.vtt 7 Bytes
  • C2. Executing Graph Algorithms with GraphFrames on Databricks (Janani Ravi, 2021)/2. Getting Started with Graph Algorithms in Spark/01. Version Check.vtt 7 Bytes
  • C3. Optimizing Apache Spark on Databricks (Janani Ravi, 2021)/2. Exploring and Mitigating Data Ingestion Problems/01. Version Check.vtt 7 Bytes

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