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文件列表
07 Algorithms/014 Algorithms Lab.mp4
205.5 MB
08 Evaluation and Optimization/007 Evaluation and Optimization Lab.mp4
172.3 MB
09 Implementation and Operations/009 Implementation and Operations Lab.mp4
172.1 MB
05 Data Analysis and Visualization/009 Data Analysis and Visualization Lab.mp4
157.2 MB
06 Modeling/007 Modeling Lab.mp4
151.0 MB
03 Streaming Data Collection/008 Streaming Data Collection Lab.mp4
131.6 MB
04 Data Preparation/011 Data Preparation Lab.mp4
109.0 MB
04 Data Preparation/004 Text Feature Engineering.mp4
61.4 MB
02 Data Collection/004 Machine Learning Data Terminology.mp4
60.0 MB
04 Data Preparation/009 Helper Tools.mp4
56.0 MB
08 Evaluation and Optimization/004 Evaluating Model Accuracy.mp4
53.4 MB
07 Algorithms/002 OPTIONAL - Why do we call them Algorithms.mp4
52.1 MB
06 Modeling/004 SageMaker Modeling.mp4
51.2 MB
07 Algorithms/003 Concepts.mp4
49.6 MB
07 Algorithms/004 Regression.mp4
48.8 MB
03 Streaming Data Collection/003 Kinesis Data Streams.mp4
47.8 MB
09 Implementation and Operations/002 Concepts.mp4
45.2 MB
09 Implementation and Operations/006 Security.mp4
45.0 MB
06 Modeling/005 SageMaker Training.mp4
40.9 MB
02 Data Collection/002 Concepts.mp4
38.9 MB
06 Modeling/002 Concepts.mp4
38.9 MB
09 Implementation and Operations/004 Amazon SageMaker Deployments.mp4
38.0 MB
09 Implementation and Operations/007 Monitor and Evaluate.mp4
35.9 MB
03 Streaming Data Collection/002 Concepts.mp4
35.1 MB
07 Algorithms/009 Text Analytics.mp4
34.4 MB
04 Data Preparation/003 Categorical Encoding.mp4
34.4 MB
01 Introduction/003 About This Course.ia.mp4
31.9 MB
01 Introduction/003 About This Course.mp4
31.9 MB
02 Data Collection/003 General Data Terminology.mp4
31.7 MB
07 Algorithms/010 Reinforcement Learning.mp4
30.9 MB
02 Data Collection/006 AWS Migration Tools.mp4
29.1 MB
07 Algorithms/007 Image Analysis.mp4
28.9 MB
06 Modeling/003 Data Preparation.mp4
28.4 MB
04 Data Preparation/006 Other Feature Engineering.mp4
28.3 MB
02 Data Collection/008 Whitepaper - Migrating to Apache HBase on Amazon S3 on Amazon EMR_jp2.zip
28.0 MB
04 Data Preparation/010 Exam Tips.mp4
28.0 MB
07 Algorithms/005 Clustering.mp4
26.1 MB
01 Introduction/001 Course Introduction.ia.mp4
26.0 MB
01 Introduction/001 Course Introduction.mp4
26.0 MB
08 Evaluation and Optimization/005 Model Tuning.mp4
25.8 MB
02 Data Collection/008 Whitepaper - Big Data Aanlytics Options on AWS_jp2.zip
25.8 MB
07 Algorithms/012 Ensemble Learning.mp4
25.3 MB
04 Data Preparation/005 Numeric Feature Engineering.mp4
24.9 MB
07 Algorithms/006 Classification.mp4
24.7 MB
02 Data Collection/005 AWS Data Stores.mp4
24.7 MB
01 Introduction/002 About The Exam.ia.mp4
24.3 MB
01 Introduction/002 About The Exam.mp4
24.3 MB
04 Data Preparation/002 Concepts.mp4
22.7 MB
07 Algorithms/013 Exam Tips.mp4
22.6 MB
03 Streaming Data Collection/006 Kinesis Data Analytics.mp4
22.6 MB
05 Data Analysis and Visualization/007 Choosing A Visualization.mp4
22.0 MB
07 Algorithms/008 Anomaly Detection.mp4
21.3 MB
05 Data Analysis and Visualization/003 Relationships.mp4
21.1 MB
05 Data Analysis and Visualization/005 Distributions.mp4
20.4 MB
08 Evaluation and Optimization/002 Concepts.mp4
20.1 MB
09 Implementation and Operations/003 AI Developer Services.mp4
18.6 MB
03 Streaming Data Collection/004 Kinesis Firehose.mp4
17.9 MB
07 Algorithms/011 Forecasting.mp4
17.8 MB
09 Implementation and Operations/010 Deconstruction Lab.ia.mp4
17.8 MB
09 Implementation and Operations/010 Deconstruction Lab.mp4
17.8 MB
05 Data Analysis and Visualization/002 Concepts.mp4
17.5 MB
06 Modeling/006 Managing Machine Learning Projects_jp2.zip
16.8 MB
04 Data Preparation/007 Handling Missing Values.mp4
16.0 MB
02 Data Collection/008 Exam Tips.mp4
15.7 MB
02 Data Collection/008 Whitepaper - AWS Database Migration Service Best Practices_jp2.zip
15.6 MB
09 Implementation and Operations/008 Exam Tips.mp4
14.8 MB
05 Data Analysis and Visualization/004 Comparisons.mp4
14.0 MB
02 Data Collection/007 AWS Helper Tools.mp4
12.8 MB
03 Streaming Data Collection/005 Kinesis Video Streams.mp4
12.4 MB
03 Streaming Data Collection/007 WHITEPAPER - Streaming Data Solutions on AWS with Amazon Kinesis_jp2.zip
12.3 MB
04 Data Preparation/008 Feature Selection.mp4
11.8 MB
08 Evaluation and Optimization/003 Monitoring and Analyzing Training Jobs.mp4
11.6 MB
02 Data Collection/008 Whitepaper - Data Warehousing on AWS_jp2.zip
10.9 MB
08 Evaluation and Optimization/006 Exam Tips.mp4
10.9 MB
05 Data Analysis and Visualization/006 Compositions.mp4
10.1 MB
06 Modeling/006 Exam Tips.mp4
9.7 MB
09 Implementation and Operations/008 AWS Whitepaper Power Machine Learning at Scale_jp2.zip
9.1 MB
04 Data Preparation/010 Whitepaper - Power Machine Learning at Scale_jp2.zip
9.1 MB
05 Data Analysis and Visualization/008 Exam Tips.mp4
8.0 MB
10 Wrap-Up/001 Good Luck.ia.mp4
8.0 MB
10 Wrap-Up/001 Good Luck.mp4
8.0 MB
09 Implementation and Operations/005 Other ML Deployment Options.mp4
7.6 MB
03 Streaming Data Collection/007 Exam Tips.mp4
7.2 MB
02 Data Collection/001 Introduction.ia.mp4
5.8 MB
02 Data Collection/001 Introduction.mp4
5.8 MB
05 Data Analysis and Visualization/001 Introduction.mp4
3.1 MB
09 Implementation and Operations/001 Introduction.ia.mp4
3.0 MB
09 Implementation and Operations/001 Introduction.mp4
3.0 MB
06 Modeling/001 Introduction.mp4
2.9 MB
07 Algorithms/001 Introduction.mp4
2.6 MB
02 Data Collection/008 Whitepaper - Sizing Cloud Data Warehouses_jp2.zip
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04 Data Preparation/010 Whitepaper - Power Machine Learning at Scale_scandata.xml
6.2 kB
09 Implementation and Operations/008 AWS Whitepaper Power Machine Learning at Scale_scandata.xml
6.2 kB
01 Introduction/002 Exam Blueprint_djvu.txt
5.6 kB
02 Data Collection/008 Whitepaper - AWS Database Migration Service Best Practices_scandata.xml
5.3 kB
02 Data Collection/008 Whitepaper - Sizing Cloud Data Warehouses_scandata.xml
3.5 kB
01 Introduction/002 Exam Blueprint_scandata.xml
1.2 kB
a-cloud-guru-aws-certified-machine-learning-specialty-2020_meta.xml
1.0 kB
08 Evaluation and Optimization/007 Validation Dataset in recordIO Protobuf format (ufo_sightings_validation_recordIO_protobuf.txt
148 Bytes
03 Streaming Data Collection/005 Analyze live video at scale in real time using Amazon Kinesis Video Streams and Amazon SageMaker.txt
144 Bytes
08 Evaluation and Optimization/007 Training Dataset in recordIO Protobuf format (ufo_sightings_train_recordIO_protobuf.txt
142 Bytes
09 Implementation and Operations/009 Jupyter Notebook (ufo-implementation-operations-lab.txt
139 Bytes
03 Streaming Data Collection/008 Create Subset Transformation Query.txt
138 Bytes
08 Evaluation and Optimization/007 Jupyter Notebook (ufo-evaluation-optimization-lab.txt
137 Bytes
03 Streaming Data Collection/008 PutRecord Python program.py
128 Bytes
09 Implementation and Operations/009 Call an Amazon SageMaker model endpoint using Amazon API Gateway and AWS Lambda.txt
127 Bytes
08 Evaluation and Optimization/006 Easily monitor and visualize metrics while training models on Amazon SageMaker.txt
126 Bytes
07 Algorithms/014 Jupyter Notebook (ufo-algorithms-lab.txt
124 Bytes
03 Streaming Data Collection/008 CloudFormation Template (setup data producer).txt
123 Bytes
04 Data Preparation/011 Gender Percentages Query.txt
122 Bytes
05 Data Analysis and Visualization/009 Box Plot Jupyter Notebook (box-plot-example.txt
122 Bytes
06 Modeling/007 Jupyter Notebook (ufo-modeling-lab.txt
122 Bytes
[CourseClub.ME].url
122 Bytes
04 Data Preparation/011 Most Common Ages Query.txt
120 Bytes
09 Implementation and Operations/009 Sample Request JSON (sample_request.json
119 Bytes
09 Implementation and Operations/009 Lambda Function (lambda_function.py
118 Bytes
04 Data Preparation/011 Age Groupings Query.txt
117 Bytes
04 Data Preparation/011 Gender mapping pyspark code.py
117 Bytes
05 Data Analysis and Visualization/009 my-manifest.json
116 Bytes
06 Modeling/007 UFO Sightings Dataset (ufo_fullset.txt
115 Bytes
07 Algorithms/014 UFO Sightings Dataset (ufo_fullset.txt
115 Bytes
09 Implementation and Operations/009 UFO Full Dataset (ufo_fullset.txt
115 Bytes
05 Data Analysis and Visualization/009 Car Dataset (car_data.txt
112 Bytes
04 Data Preparation/011 User Data (user-data).txt
109 Bytes
03 Streaming Data Collection/008 Lambda function (add-newline-function).txt
108 Bytes
05 Data Analysis and Visualization/008 Amazon QuickSight Announces General Availability of ML Insights.txt
103 Bytes
02 Data Collection/008 Build a Data Lake Foundation with AWS Glue and Amazon S3.txt
96 Bytes
04 Data Preparation/010 Build a Data Lake Foundation with AWS Glue and Amazon S3.txt
96 Bytes
03 Streaming Data Collection/006 Joining and Enriching Streaming Data on Amazon Kinesis.txt
94 Bytes
04 Data Preparation/010 AWS reInvent 2018 Integrate Amazon SageMaker with Apache Spark.txt
88 Bytes
08 Evaluation and Optimization/006 Amazon SageMaker Automatic Model Tuning Using Machine Learning for Machine Learning.txt
67 Bytes
02 Data Collection/006 DMS Release Review.txt
51 Bytes
04 Data Preparation/009 AWS Glue Release Review.txt
51 Bytes
02 Data Collection/004 Turboencabulator Video.txt
44 Bytes
02 Data Collection/008 AWS reInvent 2018 Effective Data Lakes Challenges and Design Patterns.txt
44 Bytes
02 Data Collection/008 AWS reInvent 2018 Modern Cloud Data Warehousing.txt
44 Bytes
03 Streaming Data Collection/003 AWS reInvent 2018 High Performance Data Streaming with Amazon Kinesis Best Practices.txt
44 Bytes
03 Streaming Data Collection/004 Streaming ETL for Data Lakes using Amazon Kinesis Firehose.txt
44 Bytes
03 Streaming Data Collection/005 Deep Dive - Amazon Kinesis Video Streams.txt
44 Bytes
03 Streaming Data Collection/006 Analyzing Data Streams in Real Time with Amazon Kinesis.txt
44 Bytes
03 Streaming Data Collection/007 Real-Time Machine Learning Using Amazon Kinesis.txt
44 Bytes
04 Data Preparation/009 AWS reInvent 2018 Integrate Amazon SageMaker with Apache Spark.txt
44 Bytes
04 Data Preparation/009 Getting Started with AWS Glue ETL.txt
44 Bytes
04 Data Preparation/009 Using Apache Spark with Amazon SageMaker - AWS Online Tech Talks.txt
44 Bytes
04 Data Preparation/009 What is AWS Glue.txt
44 Bytes
04 Data Preparation/010 AWS reInvent 2018 Building Serverless Analytics Pipelines with AWS Glue.txt
44 Bytes
04 Data Preparation/010 Building Serverless ETL Pipelines with AWS Glue.txt
44 Bytes
05 Data Analysis and Visualization/008 AWS reInvent 2018 Introducing ML Insights with Amazon QuickSight.txt
44 Bytes
08 Evaluation and Optimization/007 Hyperparameter Tuning with Amazon SageMakers Automatic Model Tuning - AWS Online Tech Talks.txt
44 Bytes
02 Data Collection/004 Technobabble.txt
43 Bytes
03 Streaming Data Collection/002 Googles Big Query.txt
35 Bytes
02 Data Collection/004 MNIST Data.txt
34 Bytes
04 Data Preparation/006 MNIST datasets.txt
34 Bytes
05 Data Analysis and Visualization/002 Gapminder Tool.txt
33 Bytes
03 Streaming Data Collection/002 AWS Open Data Registry.txt
31 Bytes
03 Streaming Data Collection/002 UCI Machine Learning Repository.txt
29 Bytes
02 Data Collection/004 Image Net Data.txt
26 Bytes
03 Streaming Data Collection/002 Kaggle.txt
24 Bytes
05 Data Analysis and Visualization/008 Matplotlib Python Library.txt
24 Bytes
03 Streaming Data Collection/008 httpsrandomuser.txt
23 Bytes
05 Data Analysis and Visualization/009 Jupyter Notebooks.txt
21 Bytes
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