[LinkedIn Learning] Master Data Engineering - Complete 7 Courses

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[LinkedIn Learning] Master Data Engineering - Complete 7 Courses

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文件列表

  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/Ex_Files_Advanced_Snowflake.zip 1.3 GB
  • 5. Python for Data Engineering from Beginner to Advanced/8 - Capstone Project/2. Solution Capstone project.mp4 40.6 MB
  • 2. Troubleshooting and Debugging Kafka/5 - Monitoring Multi-Broker Clusters/1. Configuration properties for a multi-broker cluster.mp4 23.4 MB
  • 5. Python for Data Engineering from Beginner to Advanced/4 - pandas DataFrame API/3. Data cleaning and preprocessing.mp4 18.7 MB
  • 3. Tuning Kafka OneHack.us/2 - Tuning Kafka Producers/1. Running a Kafka cluster with three brokers.mp4 17.4 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/4 - Working with Semi-structured Data/2. Loading JSON data.mp4 17.0 MB
  • 3. Tuning Kafka OneHack.us/4 - Tuning Kafka Brokers/2. Tuning throughput.mp4 16.4 MB
  • 3. Tuning Kafka OneHack.us/2 - Tuning Kafka Producers/2. Running basic producer performance tests.mp4 16.3 MB
  • 3. Tuning Kafka OneHack.us/2 - Tuning Kafka Producers/8. Effect of message size and record count.mp4 16.0 MB
  • 3. Tuning Kafka OneHack.us/4 - Tuning Kafka Brokers/1. End-to-end latency with replication.mp4 16.0 MB
  • 2. Troubleshooting and Debugging Kafka/4 - Monitoring Consumer Groups/1. Programmatically produce messages using Python.mp4 15.8 MB
  • 5. Python for Data Engineering from Beginner to Advanced/3 - Python File Handling/2. Working with CSV files.mp4 15.3 MB
  • 2. Troubleshooting and Debugging Kafka/7 - Configuring Alerts/2. Configuring email settings for alerts.mp4 15.3 MB
  • 3. Tuning Kafka OneHack.us/2 - Tuning Kafka Producers/6. Tuning producer compression.mp4 15.3 MB
  • 3. Tuning Kafka OneHack.us/3 - Tuning Kafka Consumers/2. Tuning fetch bytes and wait time for consumers.mp4 15.2 MB
  • 6. Data Engineering dbt for SQL/2 - Modeling in SQL/3. Modeling in dbt.mp4 15.1 MB
  • 5. Python for Data Engineering from Beginner to Advanced/2 - Python Collections/5. Python collections Dictionaries.mp4 14.8 MB
  • 5. Python for Data Engineering from Beginner to Advanced/1 - Python Basics/9. String manipulation.mp4 14.5 MB
  • 5. Python for Data Engineering from Beginner to Advanced/5 - NumPy/4. Indexing and slicing.mp4 14.4 MB
  • 3. Tuning Kafka OneHack.us/2 - Tuning Kafka Producers/3. Effects of partitioning on producers.mp4 14.2 MB
  • 5. Python for Data Engineering from Beginner to Advanced/4 - pandas DataFrame API/2. Read files as DataFrames.mp4 14.0 MB
  • 2. Troubleshooting and Debugging Kafka/5 - Monitoring Multi-Broker Clusters/5. Monitoring broker throughput and latency.mp4 13.9 MB
  • 2. Troubleshooting and Debugging Kafka/4 - Monitoring Consumer Groups/6. Monitoring consumer group rebalancing.mp4 13.9 MB
  • 2. Troubleshooting and Debugging Kafka/3 - Processing Kafka Streams/2. Creating streams and tables using ksqlDB.mp4 13.8 MB
  • 3. Tuning Kafka OneHack.us/2 - Tuning Kafka Producers/5. Tuning producer acks.mp4 13.8 MB
  • 2. Troubleshooting and Debugging Kafka/1 - Introducing Cloud-Native Kafka on Confluent/6. Overview of the control center.mp4 13.7 MB
  • 2. Troubleshooting and Debugging Kafka/2 - Observing Consumers and Brokers/4. Observing consumers.mp4 13.6 MB
  • 5. Python for Data Engineering from Beginner to Advanced/4 - pandas DataFrame API/4. Data manipulation and aggregation.mp4 13.3 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/3 - Optimizing Query Performance/8. Clustering vs. search optimization.mp4 13.2 MB
  • 2. Troubleshooting and Debugging Kafka/5 - Monitoring Multi-Broker Clusters/2. Running a multi-broker cluster on the Confluent platform.mp4 13.2 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/4 - Working with Semi-structured Data/1. Loading and querying parquet data.mp4 12.8 MB
  • 2. Troubleshooting and Debugging Kafka/6 - Debugging Brokers and Consumers/1. Debugging failed brokers, part 1.mp4 12.6 MB
  • 2. Troubleshooting and Debugging Kafka/4 - Monitoring Consumer Groups/2. Troubleshooting partition usage.mp4 12.4 MB
  • 5. Python for Data Engineering from Beginner to Advanced/5 - NumPy/3. Array operations.mp4 12.3 MB
  • 5. Python for Data Engineering from Beginner to Advanced/4 - pandas DataFrame API/5. Data visualization.mp4 12.2 MB
  • 5. Python for Data Engineering from Beginner to Advanced/1 - Python Basics/5. Operators and expressions.mp4 12.0 MB
  • 3. Tuning Kafka OneHack.us/3 - Tuning Kafka Consumers/1. Running a basic consumer performance test.mp4 12.0 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/3 - Optimizing Query Performance/7. Running point lookup queries on search-optimized tables.mp4 11.8 MB
  • 6. Data Engineering dbt for SQL/2 - Modeling in SQL/4. Running dbt.mp4 11.6 MB
  • 2. Troubleshooting and Debugging Kafka/4 - Monitoring Consumer Groups/4. Monitoring consumption in a consumer group.mp4 11.5 MB
  • 5. Python for Data Engineering from Beginner to Advanced/5 - NumPy/2. Array creation and attributes.mp4 11.5 MB
  • 6. Data Engineering dbt for SQL/5 - Testing SQL with dbt/5. Solution Testing SQL.mp4 11.3 MB
  • 5. Python for Data Engineering from Beginner to Advanced/1 - Python Basics/7. Functions.mp4 11.1 MB
  • 3. Tuning Kafka OneHack.us/4 - Tuning Kafka Brokers/3. Tuning log retention.mp4 11.0 MB
  • 6. Data Engineering dbt for SQL/5 - Testing SQL with dbt/2. Unit testing using dbt.mp4 10.9 MB
  • 2. Troubleshooting and Debugging Kafka/6 - Debugging Brokers and Consumers/2. Debugging failed brokers, part 2.mp4 10.9 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/4 - Working with Semi-structured Data/3. Querying JSON data.mp4 10.7 MB
  • 5. Python for Data Engineering from Beginner to Advanced/2 - Python Collections/3. Python collections Lists.mp4 10.6 MB
  • 2. Troubleshooting and Debugging Kafka/1 - Introducing Cloud-Native Kafka on Confluent/4. Downloading the Confluent platform binaries.mp4 10.5 MB
  • 5. Python for Data Engineering from Beginner to Advanced/2 - Python Collections/2. Python collections Tuples.mp4 10.5 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/1 - Table Structures in Snowflake/4. Creating temporary tables.mp4 10.4 MB
  • 3. Tuning Kafka OneHack.us/1 - Introducing Kafka Tuning/4. Kafka optimization theorem.mp4 10.4 MB
  • 6. Data Engineering dbt for SQL/5 - Testing SQL with dbt/3. Custom tests in dbt.mp4 10.4 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/4 - Building Scalable Producers/5. Java producer options example.mp4 10.3 MB
  • 5. Python for Data Engineering from Beginner to Advanced/1 - Python Basics/6. Control structures.mp4 10.3 MB
  • 3. Tuning Kafka OneHack.us/3 - Tuning Kafka Consumers/4. Tuning max poll interval and max poll records.mp4 10.2 MB
  • 5. Python for Data Engineering from Beginner to Advanced/3 - Python File Handling/3. Working with JSON files.mp4 10.2 MB
  • 3. Tuning Kafka OneHack.us/2 - Tuning Kafka Producers/7. Tuning batch size and linger time.mp4 10.1 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/5 - Managing Users and Granting Privileges/3. Granting privileges to roles.mp4 10.1 MB
  • 5. Python for Data Engineering from Beginner to Advanced/5 - NumPy/5. Linear algebra and statistics.mp4 10.0 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/3 - Building a Kafka Cluster/5. Kafka resiliency in action.mp4 10.0 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/1 - Table Structures in Snowflake/5. Creating transient tables.mp4 9.9 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/5 - Managing Users and Granting Privileges/2. Creating users and viewing grants.mp4 9.9 MB
  • 2. Troubleshooting and Debugging Kafka/3 - Processing Kafka Streams/3. Performing join and windowing operations.mp4 9.9 MB
  • 5. Python for Data Engineering from Beginner to Advanced/1 - Python Basics/10. Error handling.mp4 9.8 MB
  • 3. Tuning Kafka OneHack.us/1 - Introducing Kafka Tuning/2. An overview of Kafka.mp4 9.8 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/5 - Building Scalable Consumers/5. Multi-threaded consumers.mp4 9.6 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/3 - Optimizing Query Performance/4. Enabling clustering on tables.mp4 9.6 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/3 - Building a Kafka Cluster/1. Kafka cluster setup.mp4 9.5 MB
  • 5. Python for Data Engineering from Beginner to Advanced/1 - Python Basics/8. Modules and packages.mp4 9.5 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/3 - Building a Kafka Cluster/4. Kafka clusters in action.mp4 9.4 MB
  • 5. Python for Data Engineering from Beginner to Advanced/4 - pandas DataFrame API/6. Write DataFrames as files.mp4 9.4 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/3 - Optimizing Query Performance/1. Caching, clustering, and search optimization.mp4 9.4 MB
  • 3. Tuning Kafka OneHack.us/2 - Tuning Kafka Producers/4. Effects of replication on producers.mp4 9.3 MB
  • 3. Tuning Kafka OneHack.us/5 - Performance Testing with Python/1. Producer performance testing using Python.mp4 9.2 MB
  • 2. Troubleshooting and Debugging Kafka/1 - Introducing Cloud-Native Kafka on Confluent/3. The Confluent platform.mp4 9.1 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/3 - Optimizing Query Performance/3. Retrieval optimization using cached results.mp4 9.1 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/3 - Optimizing Query Performance/2. Loading data using COPY INTO.mp4 9.1 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/3 - Optimizing Query Performance/5. Querying clustered tables.mp4 9.0 MB
  • 2. Troubleshooting and Debugging Kafka/7 - Configuring Alerts/1. Configuring alerts.mp4 9.0 MB
  • 5. Python for Data Engineering from Beginner to Advanced/5 - NumPy/6. Write DataFrames as files.mp4 8.8 MB
  • 6. Data Engineering dbt for SQL/3 - Table Materializations/2. Materialization terminology.mp4 8.7 MB
  • 6. Data Engineering dbt for SQL/6 - Conclusion/2. Next steps.mp4 8.7 MB
  • 5. Python for Data Engineering from Beginner to Advanced/2 - Python Collections/4. Python collections Sets.mp4 8.7 MB
  • 5. Python for Data Engineering from Beginner to Advanced/1 - Python Basics/4. Variables and data types.mp4 8.7 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/2 - Views in Snowflake/5. Querying regular views and secure views.mp4 8.7 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/2 - Views in Snowflake/6. Creating and querying materialized views.mp4 8.7 MB
  • 6. Data Engineering dbt for SQL/3 - Table Materializations/5. Solution Materializations.mp4 8.6 MB
  • 2. Troubleshooting and Debugging Kafka/2 - Observing Consumers and Brokers/1. Observing message production and consumption.mp4 8.6 MB
  • 6. Data Engineering dbt for SQL/2 - Modeling in SQL/1. Supply chain outage SQL spaghetti.mp4 8.6 MB
  • 3. Tuning Kafka OneHack.us/1 - Introducing Kafka Tuning/6. Install and set up Apache Kafka.mp4 8.4 MB
  • 2. Troubleshooting and Debugging Kafka/4 - Monitoring Consumer Groups/5. Debugging consumption lag.mp4 8.4 MB
  • 2. Troubleshooting and Debugging Kafka/2 - Observing Consumers and Brokers/2. Produce messages using the control center.mp4 8.3 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/0 - Introduction/2. Snowflake architecture.mp4 8.2 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/1 - Table Structures in Snowflake/3. Creating permanent tables.mp4 8.2 MB
  • 3. Tuning Kafka OneHack.us/3 - Tuning Kafka Consumers/3. Tuning session timeout and heartbeat interval.mp4 8.2 MB
  • 5. Python for Data Engineering from Beginner to Advanced/1 - Python Basics/3. Explore a Google Colab worksheet.mp4 7.9 MB
  • 6. Data Engineering dbt for SQL/4 - Common Table Expressions vs. Subqueries/1. Construction planning Query complexity.mp4 7.8 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/5 - Building Scalable Consumers/4. Java consumer example.mp4 7.7 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/5 - Use Case 2 Advertising Analytics/5. Advertising analytics Select technologies.mp4 7.7 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/1 - Table Structures in Snowflake/1. Micropartitioning and clustering.mp4 7.6 MB
  • 5. Python for Data Engineering from Beginner to Advanced/6 - OOP with Python/2. Implementation Classes and objects in Python.mp4 7.6 MB
  • 2. Troubleshooting and Debugging Kafka/6 - Debugging Brokers and Consumers/3. Debugging slow consumers.mp4 7.5 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/5 - Managing Users and Granting Privileges/1. Access control.mp4 7.3 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/4 - Use Case 1 Audit Trail Data Archive/5. Audit trail Select technologies.mp4 7.2 MB
  • 6. Data Engineering dbt for SQL/6 - Conclusion/1. Looking ahead.mp4 7.2 MB
  • 5. Python for Data Engineering from Beginner to Advanced/7 - Advanced Data Engineering/5. Importance of visualization tools in DE.mp4 7.2 MB
  • 6. Data Engineering dbt for SQL/3 - Table Materializations/1. Crypto cost Materializations.mp4 7.1 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/1 - Table Structures in Snowflake/7. Querying historical data.mp4 7.1 MB
  • 2. Troubleshooting and Debugging Kafka/1 - Introducing Cloud-Native Kafka on Confluent/5. Running the Confluent platform locally.mp4 7.0 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/2 - Big Data Architecture Principles/2. Horizontal scaling.mp4 6.9 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/1 - Table Structures in Snowflake/2. Types of tables in Snowflake.mp4 6.9 MB
  • 3. Tuning Kafka OneHack.us/5 - Performance Testing with Python/2. Consumer perf testing using Python.mp4 6.8 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/2 - Big Data Architecture Principles/4. Technology selection.mp4 6.8 MB
  • 6. Data Engineering dbt for SQL/5 - Testing SQL with dbt/1. Advertising Testing SQL.mp4 6.7 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/2 - Big Data Architecture Principles/1. Making the choice Real-time vs. batch.mp4 6.7 MB
  • 2. Troubleshooting and Debugging Kafka/0 - Introduction/1. Overview of troubleshooting and debugging Kafka.mp4 6.6 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/6 - Use Case 3 Product Recommendations/5. Product recommendations Select technologies.mp4 6.6 MB
  • 2. Troubleshooting and Debugging Kafka/2 - Observing Consumers and Brokers/3. Using datagen to generate synthetic data.mp4 6.5 MB
  • 6. Data Engineering dbt for SQL/2 - Modeling in SQL/6. Solution Modeling taxi data.mp4 6.5 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/0 - Introduction/1. Advanced Snowflake.mp4 6.5 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/3 - Batch Application Architecture Principles/3. Uniform load distribution.mp4 6.4 MB
  • 5. Python for Data Engineering from Beginner to Advanced/5 - NumPy/1. Introduction to NumPy.mp4 6.4 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/2 - Views in Snowflake/3. Creating and querying views.mp4 6.3 MB
  • 3. Tuning Kafka OneHack.us/1 - Introducing Kafka Tuning/3. Producers and consumers.mp4 6.3 MB
  • 5. Python for Data Engineering from Beginner to Advanced/4 - pandas DataFrame API/1. Introduction to pandas.mp4 6.3 MB
  • 6. Data Engineering dbt for SQL/1 - SQL for Data Engineers/3. Schema design.mp4 6.2 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/2 - Views in Snowflake/2. Creating and populating tables.mp4 6.1 MB
  • 6. Data Engineering dbt for SQL/1 - SQL for Data Engineers/2. The modern data stack and SQL.mp4 6.1 MB
  • 6. Data Engineering dbt for SQL/4 - Common Table Expressions vs. Subqueries/5. Solution Implementing CTEs.mp4 6.0 MB
  • 6. Data Engineering dbt for SQL/4 - Common Table Expressions vs. Subqueries/2. Common table expressions (CTEs) vs. subqueries.mp4 5.9 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/3 - Optimizing Query Performance/6. Querying clustering information.mp4 5.8 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/2 - Views in Snowflake/1. Non-materialized, materialized, and secure views.mp4 5.8 MB
  • 5. Python for Data Engineering from Beginner to Advanced/1 - Python Basics/1. Introduction to Python and data engineering.mp4 5.7 MB
  • 6. Data Engineering dbt for SQL/5 - Testing SQL with dbt/4. Challenge Testing SQL.mp4 5.6 MB
  • 5. Python for Data Engineering from Beginner to Advanced/7 - Advanced Data Engineering/4. Understand PySpark for data engineering.mp4 5.4 MB
  • 3. Tuning Kafka OneHack.us/0 - Introduction/1. Tuning Kafka.mp4 5.4 MB
  • 5. Python for Data Engineering from Beginner to Advanced/1 - Python Basics/2. Setting up your Python environment.mp4 5.3 MB
  • 5. Python for Data Engineering from Beginner to Advanced/8 - Capstone Project/1. Capstone project Retail sales analysis.mp4 5.3 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/2 - Kafka Scaling Concepts/4. Partition leaders.mp4 5.3 MB
  • 6. Data Engineering dbt for SQL/0 - Introduction/3. Codespaces introduction.mp4 5.3 MB
  • 5. Python for Data Engineering from Beginner to Advanced/7 - Advanced Data Engineering/2. What is ETL in the data engineering world.mp4 5.3 MB
  • 6. Data Engineering dbt for SQL/1 - SQL for Data Engineers/1. SQL as a data engineer.mp4 5.2 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/4 - Use Case 1 Audit Trail Data Archive/2. Audit trail Study requirements.mp4 5.2 MB
  • 5. Python for Data Engineering from Beginner to Advanced/6 - OOP with Python/4. Solution Accessing Object attributes.mp4 5.1 MB
  • 5. Python for Data Engineering from Beginner to Advanced/7 - Advanced Data Engineering/1. Tips to write efficient Python code.mp4 5.1 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/5 - Use Case 2 Advertising Analytics/2. Advertising analytics Study requirements.mp4 5.0 MB
  • 6. Data Engineering dbt for SQL/4 - Common Table Expressions vs. Subqueries/3. CTEs in dbt.mp4 5.0 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/3 - Building a Kafka Cluster/3. Creating topics with replication.mp4 5.0 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/6 - Use Case 3 Product Recommendations/4. Product recommendations Scale the workflow.mp4 4.9 MB
  • 6. Data Engineering dbt for SQL/1 - SQL for Data Engineers/5. Solution Schema design.mp4 4.9 MB
  • 6. Data Engineering dbt for SQL/0 - Introduction/1. Introduction.mp4 4.9 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/4 - Use Case 1 Audit Trail Data Archive/1. Audit trail Define the problem.mp4 4.9 MB
  • 2. Troubleshooting and Debugging Kafka/5 - Monitoring Multi-Broker Clusters/4. Observing partitions and replication.mp4 4.9 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/6 - Use Case 3 Product Recommendations/2. Product recommendations Study requirements.mp4 4.9 MB
  • 6. Data Engineering dbt for SQL/4 - Common Table Expressions vs. Subqueries/4. Challenge Implementing CTEs.mp4 4.8 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/4 - Building Scalable Producers/2. Producer publishing options.mp4 4.8 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/5 - Use Case 2 Advertising Analytics/4. Advertising analytics Scale the workflow.mp4 4.8 MB
  • 6. Data Engineering dbt for SQL/3 - Table Materializations/3. Incremental materializations.mp4 4.8 MB
  • 5. Python for Data Engineering from Beginner to Advanced/6 - OOP with Python/3. Understand OOP features Abstraction, inheritance, and more.mp4 4.7 MB
  • 5. Python for Data Engineering from Beginner to Advanced/3 - Python File Handling/4. Solution ReadWrite text to file.mp4 4.7 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/1 - Table Structures in Snowflake/6. Configuring data retention time.mp4 4.7 MB
  • 5. Python for Data Engineering from Beginner to Advanced/3 - Python File Handling/1. File IO overview.mp4 4.7 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/3 - Batch Application Architecture Principles/1. Schedule selection.mp4 4.6 MB
  • 5. Python for Data Engineering from Beginner to Advanced/7 - Advanced Data Engineering/6. On-prem vs. cloud data engineering.mp4 4.6 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/3 - Batch Application Architecture Principles/2. Minimizing data volumes.mp4 4.6 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/7 - Use Case Project/4. Consuming data in Java.mp4 4.6 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/2 - Kafka Scaling Concepts/3. Replication.mp4 4.6 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/3 - Building a Kafka Cluster/2. Running the cluster.mp4 4.5 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/5 - Use Case 2 Advertising Analytics/1. Advertising analytics Define the problem.mp4 4.5 MB
  • 6. Data Engineering dbt for SQL/2 - Modeling in SQL/2. Data build tool (dbt).mp4 4.4 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/1 - Introduction to Big Data Applications/5. Architecture process for data engineering.mp4 4.2 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/7 - Use Case Project/3. Producing data in Java.mp4 4.2 MB
  • 6. Data Engineering dbt for SQL/3 - Table Materializations/4. Challenge Materializations.mp4 4.2 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/0 - Introduction/3. Getting set up with Snowflake.mp4 4.1 MB
  • 2. Troubleshooting and Debugging Kafka/3 - Processing Kafka Streams/1. Understanding ksqlDB.mp4 4.0 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/1 - Table Structures in Snowflake/8. Dropping and restoring tables.mp4 4.0 MB
  • 3. Tuning Kafka OneHack.us/1 - Introducing Kafka Tuning/5. End-to-end latency in Kafka.mp4 4.0 MB
  • 5. Python for Data Engineering from Beginner to Advanced/2 - Python Collections/1. Collection overview.mp4 4.0 MB
  • 3. Tuning Kafka OneHack.us/1 - Introducing Kafka Tuning/7. Publish and consume messages using console scripts.mp4 4.0 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/4 - Use Case 1 Audit Trail Data Archive/4. Audit trail Scale the workflow.mp4 3.9 MB
  • 2. Troubleshooting and Debugging Kafka/5 - Monitoring Multi-Broker Clusters/3. Monitoring brokers.mp4 3.9 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/5 - Building Scalable Consumers/3. Committing messages.mp4 3.9 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/5 - Building Scalable Consumers/2. Batching message consumption.mp4 3.9 MB
  • 5. Python for Data Engineering from Beginner to Advanced/7 - Advanced Data Engineering/3. What is Hadoop.mp4 3.9 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/2 - Big Data Architecture Principles/5. Technology integrations.mp4 3.8 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/3 - Batch Application Architecture Principles/5. Reprocessing.mp4 3.8 MB
  • 5. Python for Data Engineering from Beginner to Advanced/0 - Introduction/3. CoderPad tour.mp4 3.8 MB
  • 2. Troubleshooting and Debugging Kafka/1 - Introducing Cloud-Native Kafka on Confluent/2. An overview of Apache Kafka.mp4 3.7 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/2 - Big Data Architecture Principles/3. Distributed processing.mp4 3.6 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/6 - Kafka Best Practices/1. Managing partition counts.mp4 3.6 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/0 - Introduction/1. Building robust Kafka applications.mp4 3.6 MB
  • 2. Troubleshooting and Debugging Kafka/4 - Monitoring Consumer Groups/3. Consumer groups.mp4 3.6 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/1 - Introduction to Big Data Applications/3. Technologies for batch big data engineering.mp4 3.6 MB
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  • 2. Troubleshooting and Debugging Kafka/8 - Conclusion/1. Summary and next steps.mp4 3.5 MB
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  • 4. Architecting Big Data Applications Batch Mode Application Engineering/1 - Introduction to Big Data Applications/4. Use cases for batch big data.mp4 3.5 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/2 - Views in Snowflake/4. Recreating views.mp4 3.5 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/6 - Use Case 3 Product Recommendations/1. Product recommendations Define the problem.mp4 3.5 MB
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  • 1. Apache Kafka Essential Training Building Scalable Applications/1 - Introduction to Kafka/4. Setting up the exercise files.mp4 3.4 MB
  • 5. Python for Data Engineering from Beginner to Advanced/6 - OOP with Python/1. Understanding classes and objects.mp4 3.4 MB
  • 6. Data Engineering dbt for SQL/1 - SQL for Data Engineers/4. Challenge Schema design.mp4 3.4 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/2 - Kafka Scaling Concepts/1. A Kafka cluster.mp4 3.3 MB
  • 6. Data Engineering dbt for SQL/2 - Modeling in SQL/5. Challenge Modeling taxi data.mp4 3.3 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/4 - Use Case 1 Audit Trail Data Archive/6. Audit trail Review final architecture.mp4 3.2 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/3 - Batch Application Architecture Principles/4. Using caches.mp4 3.2 MB
  • 2. Troubleshooting and Debugging Kafka/3 - Processing Kafka Streams/4. Viewing streams and tables.mp4 3.2 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/1 - Introduction to Big Data Applications/1. Characteristics of batch processing.mp4 3.1 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/5 - Use Case 2 Advertising Analytics/3. Advertising analytics Create a workflow.mp4 3.0 MB
  • 5. Python for Data Engineering from Beginner to Advanced/4 - pandas DataFrame API/7. Solution Play with pandas.mp4 2.9 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/4 - Use Case 1 Audit Trail Data Archive/3. Audit trail Create a workflow.mp4 2.9 MB
  • 5. Python for Data Engineering from Beginner to Advanced/5 - NumPy/7. Solution NumPy Array Operation.mp4 2.9 MB
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  • 1. Apache Kafka Essential Training Building Scalable Applications/1 - Introduction to Kafka/1. What is Kafka.mp4 2.7 MB
  • 6. Data Engineering dbt for SQL/0 - Introduction/2. What you should know.mp4 2.7 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/1 - Introduction to Kafka/3. Kafka scaling and resiliency.mp4 2.6 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/6 - Use Case 3 Product Recommendations/6. Product recommendations Review the final architecture.mp4 2.6 MB
  • 5. Python for Data Engineering from Beginner to Advanced/1 - Python Basics/11. Solution String Manipulation.mp4 2.4 MB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/6 - Conclusion/1. Summary and next steps.mp4 2.4 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/5 - Use Case 2 Advertising Analytics/6. Advertising analytics Review final architecture.mp4 2.3 MB
  • 1. Apache Kafka Essential Training Building Scalable Applications/2 - Kafka Scaling Concepts/5. Security.mp4 2.2 MB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/6 - Use Case 3 Product Recommendations/3. Product recommendations Create a workflow.mp4 2.2 MB
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  • 4. Architecting Big Data Applications Batch Mode Application Engineering/0 - Introduction/1. Architecting big data applications.mp4 2.0 MB
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  • 4. Architecting Big Data Applications Batch Mode Application Engineering/7 - Conclusion/1. Continuing to architect big data applications.mp4 1.9 MB
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  • 5. Python for Data Engineering from Beginner to Advanced/2 - Python Collections/6. Solution Analyze list.mp4 1.9 MB
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  • 5. Python for Data Engineering from Beginner to Advanced/0 - Introduction/2. What you should know.mp4 1.8 MB
  • 3. Tuning Kafka OneHack.us/1 - Introducing Kafka Tuning/1. Prerequisites.mp4 1.6 MB
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  • 3. Tuning Kafka OneHack.us/6 - Conclusion/1. Summary and next steps.mp4 1.4 MB
  • 5. Python for Data Engineering from Beginner to Advanced/9 - Conclusion/1. Next steps.mp4 1.3 MB
  • 5. Python for Data Engineering from Beginner to Advanced/0 - Introduction/1. Welcome to the course.mp4 1.2 MB
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  • 5. Python for Data Engineering from Beginner to Advanced/4 - pandas DataFrame API/3. Data cleaning and preprocessing.srt 8.3 kB
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  • 5. Python for Data Engineering from Beginner to Advanced/1 - Python Basics/4. Variables and data types.srt 8.0 kB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/1 - Table Structures in Snowflake/5. Creating transient tables.srt 8.0 kB
  • 3. Tuning Kafka OneHack.us/3 - Tuning Kafka Consumers/1. Running a basic consumer performance test.srt 7.9 kB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/5 - Managing Users and Granting Privileges/3. Granting privileges to roles.srt 7.9 kB
  • 5. Python for Data Engineering from Beginner to Advanced/4 - pandas DataFrame API/2. Read files as DataFrames.srt 7.8 kB
  • 2. Troubleshooting and Debugging Kafka/3 - Processing Kafka Streams/3. Performing join and windowing operations.srt 7.7 kB
  • 5. Python for Data Engineering from Beginner to Advanced/5 - NumPy/5. Linear algebra and statistics.srt 7.7 kB
  • 2. Troubleshooting and Debugging Kafka/6 - Debugging Brokers and Consumers/1. Debugging failed brokers, part 1.srt 7.7 kB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/2 - Views in Snowflake/6. Creating and querying materialized views.srt 7.6 kB
  • 1. Apache Kafka Essential Training Building Scalable Applications/3 - Building a Kafka Cluster/5. Kafka resiliency in action.srt 7.6 kB
  • 5. Python for Data Engineering from Beginner to Advanced/5 - NumPy/2. Array creation and attributes.srt 7.6 kB
  • 5. Python for Data Engineering from Beginner to Advanced/2 - Python Collections/2. Python collections Tuples.srt 7.5 kB
  • 6. Data Engineering dbt for SQL/5 - Testing SQL with dbt/2. Unit testing using dbt.srt 7.4 kB
  • 1. Apache Kafka Essential Training Building Scalable Applications/3 - Building a Kafka Cluster/1. Kafka cluster setup.srt 7.4 kB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/3 - Optimizing Query Performance/3. Retrieval optimization using cached results.srt 7.3 kB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/3 - Optimizing Query Performance/2. Loading data using COPY INTO.srt 7.3 kB
  • 5. Python for Data Engineering from Beginner to Advanced/3 - Python File Handling/2. Working with CSV files.srt 7.3 kB
  • 5. Python for Data Engineering from Beginner to Advanced/4 - pandas DataFrame API/4. Data manipulation and aggregation.srt 7.3 kB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/5 - Managing Users and Granting Privileges/1. Access control.srt 7.3 kB
  • 2. Troubleshooting and Debugging Kafka/1 - Introducing Cloud-Native Kafka on Confluent/5. Running the Confluent platform locally.srt 7.2 kB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/5 - Use Case 2 Advertising Analytics/5. Advertising analytics Select technologies.srt 7.1 kB
  • 2. Troubleshooting and Debugging Kafka/4 - Monitoring Consumer Groups/2. Troubleshooting partition usage.srt 7.1 kB
  • 2. Troubleshooting and Debugging Kafka/2 - Observing Consumers and Brokers/2. Produce messages using the control center.srt 7.0 kB
  • 5. Python for Data Engineering from Beginner to Advanced/1 - Python Basics/8. Modules and packages.srt 6.9 kB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/3 - Optimizing Query Performance/5. Querying clustered tables.srt 6.9 kB
  • 5. Python for Data Engineering from Beginner to Advanced/1 - Python Basics/10. Error handling.srt 6.8 kB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/0 - Introduction/1. Advanced Snowflake.srt 6.8 kB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/2 - Big Data Architecture Principles/4. Technology selection.srt 6.8 kB
  • 5. Python for Data Engineering from Beginner to Advanced/3 - Python File Handling/3. Working with JSON files.srt 6.7 kB
  • 2. Troubleshooting and Debugging Kafka/0 - Introduction/1. Overview of troubleshooting and debugging Kafka.srt 6.7 kB
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  • 4. Architecting Big Data Applications Batch Mode Application Engineering/4 - Use Case 1 Audit Trail Data Archive/5. Audit trail Select technologies.srt 6.7 kB
  • 5. Python for Data Engineering from Beginner to Advanced/2 - Python Collections/3. Python collections Lists.srt 6.6 kB
  • 5. Python for Data Engineering from Beginner to Advanced/4 - pandas DataFrame API/5. Data visualization.srt 6.6 kB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/2 - Views in Snowflake/1. Non-materialized, materialized, and secure views.srt 6.6 kB
  • 3. Tuning Kafka OneHack.us/0 - Introduction/1. Tuning Kafka.srt 6.6 kB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/1 - Table Structures in Snowflake/7. Querying historical data.srt 6.5 kB
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  • 4. Architecting Big Data Applications Batch Mode Application Engineering/2 - Big Data Architecture Principles/2. Horizontal scaling.srt 6.4 kB
  • 2. Troubleshooting and Debugging Kafka/2 - Observing Consumers and Brokers/3. Using datagen to generate synthetic data.srt 6.4 kB
  • 2. Troubleshooting and Debugging Kafka/1 - Introducing Cloud-Native Kafka on Confluent/4. Downloading the Confluent platform binaries.srt 6.3 kB
  • 6. Data Engineering dbt for SQL/1 - SQL for Data Engineers/2. The modern data stack and SQL.srt 6.3 kB
  • 6. Data Engineering dbt for SQL/3 - Table Materializations/2. Materialization terminology.srt 6.3 kB
  • 3. Tuning Kafka OneHack.us/1 - Introducing Kafka Tuning/3. Producers and consumers.srt 6.3 kB
  • 3. Tuning Kafka OneHack.us/1 - Introducing Kafka Tuning/6. Install and set up Apache Kafka.srt 6.2 kB
  • 5. Python for Data Engineering from Beginner to Advanced/1 - Python Basics/3. Explore a Google Colab worksheet.srt 6.2 kB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/2 - Views in Snowflake/2. Creating and populating tables.srt 6.1 kB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/6 - Use Case 3 Product Recommendations/5. Product recommendations Select technologies.srt 6.1 kB
  • 6. Data Engineering dbt for SQL/5 - Testing SQL with dbt/3. Custom tests in dbt.srt 6.0 kB
  • 5. Python for Data Engineering from Beginner to Advanced/5 - NumPy/6. Write DataFrames as files.srt 6.0 kB
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  • 3. Tuning Kafka OneHack.us/4 - Tuning Kafka Brokers/3. Tuning log retention.srt 5.9 kB
  • 6. Data Engineering dbt for SQL/1 - SQL for Data Engineers/5. Solution Schema design.srt 5.9 kB
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  • 6. Data Engineering dbt for SQL/3 - Table Materializations/5. Solution Materializations.srt 5.8 kB
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  • 4. Architecting Big Data Applications Batch Mode Application Engineering/3 - Batch Application Architecture Principles/3. Uniform load distribution.srt 5.8 kB
  • 6. Data Engineering dbt for SQL/2 - Modeling in SQL/4. Running dbt.srt 5.8 kB
  • 3. Tuning Kafka OneHack.us/3 - Tuning Kafka Consumers/4. Tuning max poll interval and max poll records.srt 5.7 kB
  • 2. Troubleshooting and Debugging Kafka/5 - Monitoring Multi-Broker Clusters/2. Running a multi-broker cluster on the Confluent platform.srt 5.6 kB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/4 - Working with Semi-structured Data/2. Loading JSON data.srt 5.6 kB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/2 - Big Data Architecture Principles/1. Making the choice Real-time vs. batch.srt 5.6 kB
  • 2. Troubleshooting and Debugging Kafka/6 - Debugging Brokers and Consumers/2. Debugging failed brokers, part 2.srt 5.6 kB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/2 - Views in Snowflake/3. Creating and querying views.srt 5.6 kB
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  • 2. Troubleshooting and Debugging Kafka/6 - Debugging Brokers and Consumers/3. Debugging slow consumers.srt 5.5 kB
  • 6. Data Engineering dbt for SQL/5 - Testing SQL with dbt/5. Solution Testing SQL.srt 5.5 kB
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  • 3. Tuning Kafka OneHack.us/5 - Performance Testing with Python/2. Consumer perf testing using Python.srt 5.4 kB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/4 - Use Case 1 Audit Trail Data Archive/2. Audit trail Study requirements.srt 5.4 kB
  • 5. Python for Data Engineering from Beginner to Advanced/2 - Python Collections/4. Python collections Sets.srt 5.3 kB
  • 6. Data Engineering dbt for SQL/2 - Modeling in SQL/1. Supply chain outage SQL spaghetti.srt 5.3 kB
  • 3. Tuning Kafka OneHack.us/1 - Introducing Kafka Tuning/7. Publish and consume messages using console scripts.srt 5.3 kB
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  • 5. Python for Data Engineering from Beginner to Advanced/7 - Advanced Data Engineering/1. Tips to write efficient Python code.srt 5.2 kB
  • 2. Troubleshooting and Debugging Kafka/4 - Monitoring Consumer Groups/5. Debugging consumption lag.srt 5.1 kB
  • 6. Data Engineering dbt for SQL/3 - Table Materializations/1. Crypto cost Materializations.srt 5.1 kB
  • 5. Python for Data Engineering from Beginner to Advanced/7 - Advanced Data Engineering/5. Importance of visualization tools in DE.srt 5.0 kB
  • 5. Python for Data Engineering from Beginner to Advanced/7 - Advanced Data Engineering/6. On-prem vs. cloud data engineering.srt 5.0 kB
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  • 6. Data Engineering dbt for SQL/2 - Modeling in SQL/2. Data build tool (dbt).srt 4.9 kB
  • 6. Data Engineering dbt for SQL/0 - Introduction/3. Codespaces introduction.srt 4.9 kB
  • 5. Python for Data Engineering from Beginner to Advanced/7 - Advanced Data Engineering/4. Understand PySpark for data engineering.srt 4.9 kB
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  • 6. Data Engineering dbt for SQL/4 - Common Table Expressions vs. Subqueries/1. Construction planning Query complexity.srt 4.8 kB
  • 5. Python for Data Engineering from Beginner to Advanced/6 - OOP with Python/2. Implementation Classes and objects in Python.srt 4.8 kB
  • 6. Data Engineering dbt for SQL/4 - Common Table Expressions vs. Subqueries/3. CTEs in dbt.srt 4.8 kB
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  • 5. Python for Data Engineering from Beginner to Advanced/7 - Advanced Data Engineering/2. What is ETL in the data engineering world.srt 4.8 kB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/1 - Table Structures in Snowflake/6. Configuring data retention time.srt 4.7 kB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/5 - Use Case 2 Advertising Analytics/2. Advertising analytics Study requirements.srt 4.6 kB
  • 7. Advanced Snowflake Deep Dive Cloud Data Warehousing and Analytics/3 - Optimizing Query Performance/6. Querying clustering information.srt 4.6 kB
  • 6. Data Engineering dbt for SQL/3 - Table Materializations/3. Incremental materializations.srt 4.5 kB
  • 5. Python for Data Engineering from Beginner to Advanced/8 - Capstone Project/1. Capstone project Retail sales analysis.srt 4.5 kB
  • 5. Python for Data Engineering from Beginner to Advanced/4 - pandas DataFrame API/6. Write DataFrames as files.srt 4.5 kB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/6 - Use Case 3 Product Recommendations/2. Product recommendations Study requirements.srt 4.5 kB
  • 1. Apache Kafka Essential Training Building Scalable Applications/6 - Kafka Best Practices/1. Managing partition counts.srt 4.4 kB
  • 4. Architecting Big Data Applications Batch Mode Application Engineering/5 - Use Case 2 Advertising Analytics/4. Advertising analytics Scale the workflow.srt 4.4 kB
  • 2. Troubleshooting and Debugging Kafka/5 - Monitoring Multi-Broker Clusters/4. Observing partitions and replication.srt 4.4 kB
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