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| [CourseClub.Me].url |
122б |
| [CourseClub.Me].url |
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| [CourseClub.Me].url |
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| [CourseClub.Me].url |
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| [CourseClub.Me].url |
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| [CourseClub.Me].url |
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| [GigaCourse.Com].url |
49б |
| [GigaCourse.Com].url |
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| [GigaCourse.Com].url |
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| [GigaCourse.Com].url |
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| [GigaCourse.Com].url |
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| [GigaCourse.Com].url |
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| 001 Amazon Comprehend_en.vtt |
18.28Кб |
| 001 Amazon Comprehend.mp4 |
10.48Мб |
| 001 Introducing Amazon SageMaker_en.vtt |
12.73Кб |
| 001 Introducing Amazon SageMaker.mp4 |
51.33Мб |
| 001 Putting them All Together_en.vtt |
6.35Кб |
| 001 Putting them All Together.mp4 |
4.77Мб |
| 001 Section Intro Data Analysis_en.vtt |
1.84Кб |
| 001 Section Intro Data Analysis.mp4 |
14.06Мб |
| 001 Section Intro Data Engineering_en.vtt |
1017б |
| 001 Section Intro Data Engineering.mp4 |
15.18Мб |
| 001 Section Intro Machine Learning Implementation and Operations_en.vtt |
1.62Кб |
| 001 Section Intro Machine Learning Implementation and Operations.mp4 |
13.61Мб |
| 001 Section Intro Modeling_en.vtt |
2.73Кб |
| 001 Section Intro Modeling.mp4 |
40.32Мб |
| 001 Section Intro Wrapping Up_en.vtt |
690б |
| 001 Section Intro Wrapping Up.mp4 |
6.98Мб |
| 001 THANK YOU!_en.vtt |
2.46Кб |
| 001 THANK YOU!.mp4 |
26.38Мб |
| 001 Udemy 101_en.vtt |
3.55Кб |
| 001 Udemy 101.mp4 |
17.44Мб |
| 002 Amazon S3 - Overview_en.vtt |
7.73Кб |
| 002 Amazon S3 - Overview.mp4 |
24.38Мб |
| 002 Amazon Translate_en.vtt |
6.36Кб |
| 002 Amazon Translate.mp4 |
4.22Мб |
| 002 Bonus Lecture.html |
7.53Кб |
| 002 Course Introduction What to Expect_en.vtt |
9.42Кб |
| 002 Course Introduction What to Expect.mp4 |
78.16Мб |
| 002 Introduction to Deep Learning_en.vtt |
13.54Кб |
| 002 Introduction to Deep Learning.mp4 |
30.26Мб |
| 002 Lab Tuning a Convolutional Neural Network on EC2, Part 1_en.vtt |
23.68Кб |
| 002 Lab Tuning a Convolutional Neural Network on EC2, Part 1.mp4 |
58.02Мб |
| 002 Linear Learner in SageMaker_en.vtt |
7.27Кб |
| 002 Linear Learner in SageMaker.mp4 |
11.02Мб |
| 002 More Preparation Resources_en.vtt |
9.21Кб |
| 002 More Preparation Resources.mp4 |
14.38Мб |
| 002 Python in Data Science and Machine Learning_en.vtt |
19.29Кб |
| 002 Python in Data Science and Machine Learning.mp4 |
23.38Мб |
| 002 SageMaker's Inner Details and Production Variants_en.vtt |
17.49Кб |
| 002 SageMaker's Inner Details and Production Variants.mp4 |
50.52Мб |
| 003 Activation Functions_en.vtt |
17.95Кб |
| 003 Activation Functions.mp4 |
22.74Мб |
| 003 Amazon S3 Storage Classes + Glacier_en.vtt |
11.94Кб |
| 003 Amazon S3 Storage Classes + Glacier.mp4 |
12.67Мб |
| 003 Amazon Transcribe_en.vtt |
10.21Кб |
| 003 Amazon Transcribe.mp4 |
11.58Мб |
| 003 Course-materials-page.url |
101б |
| 003 DeepLearningProject-Solution.ipynb |
41.19Кб |
| 003 Example Preparing Data for Machine Learning in a Jupyter Notebook_en.vtt |
16.19Кб |
| 003 Example Preparing Data for Machine Learning in a Jupyter Notebook.mp4 |
72.98Мб |
| 003 Get the Course Materials_en.vtt |
2.98Кб |
| 003 Get the Course Materials.mp4 |
7.97Мб |
| 003 Lab Tuning a Convolutional Neural Network on EC2, Part 2_en.vtt |
27.13Кб |
| 003 Lab Tuning a Convolutional Neural Network on EC2, Part 2.mp4 |
72.73Мб |
| 003 SageMaker On the Edge SageMaker Neo and IoT Greengrass_en.vtt |
6.25Кб |
| 003 SageMaker On the Edge SageMaker Neo and IoT Greengrass.mp4 |
12.02Мб |
| 003 Test-Taking Strategies, and What to Expect_en.vtt |
16.48Кб |
| 003 Test-Taking Strategies, and What to Expect.mp4 |
72.09Мб |
| 003 XGBoost in SageMaker_en.vtt |
8.67Кб |
| 003 XGBoost in SageMaker.mp4 |
14.48Мб |
| 004 Amazon Polly_en.vtt |
17.66Кб |
| 004 Amazon Polly.mp4 |
32.48Мб |
| 004 Amazon S3 Storage + Glacier - Hands On_en.vtt |
7.00Кб |
| 004 Amazon S3 Storage + Glacier - Hands On.mp4 |
20.60Мб |
| 004 Convolutional Neural Networks_en.vtt |
37.64Кб |
| 004 Convolutional Neural Networks.mp4 |
49.28Мб |
| 004 Lab Tuning a Convolutional Neural Network on EC2, Part 3_en.vtt |
9.99Кб |
| 004 Lab Tuning a Convolutional Neural Network on EC2, Part 3.mp4 |
42.48Мб |
| 004 SageMaker Security Encryption at Rest and In Transit_en.vtt |
6.59Кб |
| 004 SageMaker Security Encryption at Rest and In Transit.mp4 |
11.15Мб |
| 004 Seq2Seq in SageMaker_en.vtt |
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| 004 Seq2Seq in SageMaker.mp4 |
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| 004 Types of Data_en.vtt |
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| 004 Types of Data.mp4 |
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| 004 You Made It!_en.vtt |
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| 004 You Made It!.mp4 |
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| 005 Amazon Rekognition_en.vtt |
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| 005 Amazon Rekognition.mp4 |
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| 005 Amazon S3 Lifecycle Rules_en.vtt |
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| 005 Amazon S3 Lifecycle Rules.mp4 |
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| 005 Data Distributions_en.vtt |
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| 005 Data Distributions.mp4 |
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| 005 DeepAR in SageMaker_en.vtt |
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| 005 DeepAR in SageMaker.mp4 |
10.15Мб |
| 005 Recurrent Neural Networks_en.vtt |
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| 005 Recurrent Neural Networks.mp4 |
30.70Мб |
| 005 SageMaker Security VPC's, IAM, Logging, and Monitoring_en.vtt |
5.96Кб |
| 005 SageMaker Security VPC's, IAM, Logging, and Monitoring.mp4 |
9.62Мб |
| 005 Save 50% on your AWS Exam Cost!_en.vtt |
2.60Кб |
| 005 Save 50% on your AWS Exam Cost!.mp4 |
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| 006 Amazon Forecast_en.vtt |
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| 006 Amazon Forecast.mp4 |
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| 006 Amazon S3 Lifecycle Rules - Hands On_en.vtt |
5.76Кб |
| 006 Amazon S3 Lifecycle Rules - Hands On.mp4 |
13.88Мб |
| 006 BlazingText in SageMaker_en.vtt |
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| 006 BlazingText in SageMaker.mp4 |
12.06Мб |
| 006 Deep Learning on EC2 and EMR_en.vtt |
2.20Кб |
| 006 Deep Learning on EC2 and EMR.mp4 |
3.98Мб |
| 006 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only_en.vtt |
1.76Кб |
| 006 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only.mp4 |
3.23Мб |
| 006 SageMaker Resource Management Instance Types and Spot Training_en.vtt |
5.24Кб |
| 006 SageMaker Resource Management Instance Types and Spot Training.mp4 |
7.98Мб |
| 006 Time Series Trends and Seasonality_en.vtt |
11.80Кб |
| 006 Time Series Trends and Seasonality.mp4 |
8.22Мб |
| 007 Amazon Lex_en.vtt |
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| 007 Amazon Lex.mp4 |
11.33Мб |
| 007 Amazon S3 Security_en.vtt |
11.08Кб |
| 007 Amazon S3 Security.mp4 |
23.03Мб |
| 007 Introduction to Amazon Athena_en.vtt |
7.26Кб |
| 007 Introduction to Amazon Athena.mp4 |
11.44Мб |
| 007 Object2Vec in SageMaker_en.vtt |
9.67Кб |
| 007 Object2Vec in SageMaker.mp4 |
29.44Мб |
| 007 SageMaker Resource Management Elastic Inference, Automatic Scaling, AZ's_en.vtt |
6.69Кб |
| 007 SageMaker Resource Management Elastic Inference, Automatic Scaling, AZ's.mp4 |
23.58Мб |
| 007 Tuning Neural Networks_en.vtt |
11.06Кб |
| 007 Tuning Neural Networks.mp4 |
22.71Мб |
| 008 Amazon Personalize_en.vtt |
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| 008 Amazon Personalize.mp4 |
44.68Мб |
| 008 Kinesis Data Streams & Kinesis Data Firehose_en.vtt |
23.37Кб |
| 008 Kinesis Data Streams & Kinesis Data Firehose.mp4 |
23.13Мб |
| 008 Object Detection in SageMaker_en.vtt |
6.48Кб |
| 008 Object Detection in SageMaker.mp4 |
9.90Мб |
| 008 Overview of Amazon Quicksight_en.vtt |
8.65Кб |
| 008 Overview of Amazon Quicksight.mp4 |
27.53Мб |
| 008 Regularization Techniques for Neural Networks (Dropout, Early Stopping)_en.vtt |
11.00Кб |
| 008 Regularization Techniques for Neural Networks (Dropout, Early Stopping).mp4 |
21.02Мб |
| 008 SageMaker Serverless Inference and Inference Recommender_en.vtt |
9.03Кб |
| 008 SageMaker Serverless Inference and Inference Recommender.mp4 |
10.74Мб |
| 009 Image Classification in SageMaker_en.vtt |
6.27Кб |
| 009 Image Classification in SageMaker.mp4 |
9.95Мб |
| 009 L1 and L2 Regularization_en.vtt |
4.52Кб |
| 009 L1 and L2 Regularization.mp4 |
6.49Мб |
| 009 Lab 1.1 - Kinesis Data Firehose_en.vtt |
11.08Кб |
| 009 Lab 1.1 - Kinesis Data Firehose.mp4 |
40.25Мб |
| 009 Lightning round! TexTract, DeepLens, DeepRacher, Lookout, and Monitron_en.vtt |
12.91Кб |
| 009 Lightning round! TexTract, DeepLens, DeepRacher, Lookout, and Monitron.mp4 |
12.07Мб |
| 009 SageMaker Inference Pipelines_en.vtt |
3.44Кб |
| 009 SageMaker Inference Pipelines.mp4 |
5.33Мб |
| 009 Types of Visualizations, and When to Use Them_en.vtt |
7.11Кб |
| 009 Types of Visualizations, and When to Use Them.mp4 |
11.16Мб |
| 010 Elastic MapReduce (EMR) and Hadoop Overview_en.vtt |
10.36Кб |
| 010 Elastic MapReduce (EMR) and Hadoop Overview.mp4 |
15.96Мб |
| 010 Grief with Gradients The Vanishing Gradient problem_en.vtt |
7.10Кб |
| 010 Grief with Gradients The Vanishing Gradient problem.mp4 |
10.40Мб |
| 010 Kinesis Data Analytics_en.vtt |
6.44Кб |
| 010 Kinesis Data Analytics.mp4 |
10.02Мб |
| 010 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 1_en.vtt |
15.97Кб |
| 010 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 1.mp4 |
24.55Мб |
| 010 Semantic Segmentation in SageMaker_en.vtt |
5.82Кб |
| 010 Semantic Segmentation in SageMaker.mp4 |
9.23Мб |
| 010 TorchServe, AWS Neuron, and AWS Panorama_en.vtt |
5.67Кб |
| 010 TorchServe, AWS Neuron, and AWS Panorama.mp4 |
7.41Мб |
| 011 Apache Spark on EMR_en.vtt |
13.84Кб |
| 011 Apache Spark on EMR.mp4 |
17.47Мб |
| 011 Deep Composer, Fraud Detection, CodeGuru, and Contact Lens_en.vtt |
10.23Кб |
| 011 Deep Composer, Fraud Detection, CodeGuru, and Contact Lens.mp4 |
12.38Мб |
| 011 Lab 1.2 - Kinesis Data Analytics_en.vtt |
15.04Кб |
| 011 Lab 1.2 - Kinesis Data Analytics.mp4 |
75.23Мб |
| 011 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 2_en.vtt |
16.48Кб |
| 011 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 2.mp4 |
38.54Мб |
| 011 Random Cut Forest in SageMaker_en.vtt |
4.46Кб |
| 011 Random Cut Forest in SageMaker.mp4 |
7.04Мб |
| 011 The Confusion Matrix_en.vtt |
12.44Кб |
| 011 The Confusion Matrix.mp4 |
14.50Мб |
| 012 Amazon Kendra and Amazon Augmented AI (A2I)_en.vtt |
6.24Кб |
| 012 Amazon Kendra and Amazon Augmented AI (A2I).mp4 |
6.48Мб |
| 012 EMR Notebooks, Security, and Instance Types_en.vtt |
5.29Кб |
| 012 EMR Notebooks, Security, and Instance Types.mp4 |
10.37Мб |
| 012 Kinesis Video Streams_en.vtt |
4.37Кб |
| 012 Kinesis Video Streams.mp4 |
6.53Мб |
| 012 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 3_en.vtt |
19.26Кб |
| 012 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 3.mp4 |
73.00Мб |
| 012 Neural Topic Model in SageMaker_en.vtt |
5.04Кб |
| 012 Neural Topic Model in SageMaker.mp4 |
7.74Мб |
| 012 Precision, Recall, F1, AUC, and more_en.vtt |
10.06Кб |
| 012 Precision, Recall, F1, AUC, and more.mp4 |
30.02Мб |
| 013 Ensemble Methods Bagging and Boosting_en.vtt |
5.62Кб |
| 013 Ensemble Methods Bagging and Boosting.mp4 |
7.96Мб |
| 013 Feature Engineering and the Curse of Dimensionality_en.vtt |
11.15Кб |
| 013 Feature Engineering and the Curse of Dimensionality.mp4 |
22.39Мб |
| 013 Kinesis ML Summary_en.vtt |
3.35Кб |
| 013 Kinesis ML Summary.mp4 |
2.45Мб |
| 013 Latent Dirichlet Allocation (LDA) in SageMaker_en.vtt |
4.83Кб |
| 013 Latent Dirichlet Allocation (LDA) in SageMaker.mp4 |
7.23Мб |
| 014 Glue Data Catalog & Crawlers_en.vtt |
3.81Кб |
| 014 Glue Data Catalog & Crawlers.mp4 |
5.41Мб |
| 014 Imputing Missing Data_en.vtt |
12.92Кб |
| 014 Imputing Missing Data.mp4 |
53.29Мб |
| 014 K-Nearest-Neighbors (KNN) in SageMaker_en.vtt |
4.40Кб |
| 014 K-Nearest-Neighbors (KNN) in SageMaker.mp4 |
11.35Мб |
| 015 Dealing with Unbalanced Data_en.vtt |
8.70Кб |
| 015 Dealing with Unbalanced Data.mp4 |
19.45Мб |
| 015 K-Means Clustering in SageMaker_en.vtt |
7.41Кб |
| 015 K-Means Clustering in SageMaker.mp4 |
23.51Мб |
| 015 Lab 1.3 - Glue Data Catalog_en.vtt |
6.36Кб |
| 015 Lab 1.3 - Glue Data Catalog.mp4 |
13.93Мб |
| 016 Glue ETL_en.vtt |
3.18Кб |
| 016 Glue ETL.mp4 |
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| 016 Handling Outliers_en.vtt |
13.23Кб |
| 016 Handling Outliers.mp4 |
38.32Мб |
| 016 Principal Component Analysis (PCA) in SageMaker_en.vtt |
5.09Кб |
| 016 Principal Component Analysis (PCA) in SageMaker.mp4 |
16.69Мб |
| 017 Binning, Transforming, Encoding, Scaling, and Shuffling_en.vtt |
12.70Кб |
| 017 Binning, Transforming, Encoding, Scaling, and Shuffling.mp4 |
40.25Мб |
| 017 Factorization Machines in SageMaker_en.vtt |
12.54Кб |
| 017 Factorization Machines in SageMaker.mp4 |
9.14Мб |
| 017 Lab 1.4 - Glue ETL_en.vtt |
8.61Кб |
| 017 Lab 1.4 - Glue ETL.mp4 |
23.08Мб |
| 018 Amazon SageMaker Ground Truth and Label Generation_en.vtt |
11.89Кб |
| 018 Amazon SageMaker Ground Truth and Label Generation.mp4 |
16.71Мб |
| 018 IP Insights in SageMaker_en.vtt |
8.81Кб |
| 018 IP Insights in SageMaker.mp4 |
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| 018 Lab 1.5 - Athena_en.vtt |
2.11Кб |
| 018 Lab 1.5 - Athena.mp4 |
4.52Мб |
| 019 Lab 1 - Cleanup_en.vtt |
2.41Кб |
| 019 Lab 1 - Cleanup.mp4 |
8.28Мб |
| 019 Lab Preparing Data for TF-IDF with Spark and EMR, Part 1_en.vtt |
9.29Кб |
| 019 Lab Preparing Data for TF-IDF with Spark and EMR, Part 1.mp4 |
30.49Мб |
| 019 Reinforcement Learning in SageMaker_en.vtt |
18.81Кб |
| 019 Reinforcement Learning in SageMaker.mp4 |
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| 020 Automatic Model Tuning_en.vtt |
9.36Кб |
| 020 Automatic Model Tuning.mp4 |
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| 020 AWS Data Stores in Machine Learning_en.vtt |
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| 020 AWS Data Stores in Machine Learning.mp4 |
6.70Мб |
| 020 Lab Preparing Data for TF-IDF with Spark and EMR, Part 2_en.vtt |
19.02Кб |
| 020 Lab Preparing Data for TF-IDF with Spark and EMR, Part 2.mp4 |
98.88Мб |
| 021 Apache Spark with SageMaker_en.vtt |
10.05Кб |
| 021 Apache Spark with SageMaker.mp4 |
10.72Мб |
| 021 AWS Data Pipelines_en.vtt |
4.07Кб |
| 021 AWS Data Pipelines.mp4 |
6.19Мб |
| 021 Lab Preparing Data for TF-IDF with Spark and EMR, Part 3_en.vtt |
21.74Кб |
| 021 Lab Preparing Data for TF-IDF with Spark and EMR, Part 3.mp4 |
119.75Мб |
| 022 AWS Batch_en.vtt |
2.78Кб |
| 022 AWS Batch.mp4 |
3.97Мб |
| 022 SageMaker Studio, and SageMaker Experiments_en.vtt |
4.05Кб |
| 022 SageMaker Studio, and SageMaker Experiments.mp4 |
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| 023 AWS DMS - Database Migration Services_en.vtt |
2.92Кб |
| 023 AWS DMS - Database Migration Services.mp4 |
4.35Мб |
| 023 SageMaker Debugger_en.vtt |
6.13Кб |
| 023 SageMaker Debugger.mp4 |
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| 024 AWS Step Functions_en.vtt |
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| 024 AWS Step Functions.mp4 |
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| 024 SageMaker Autopilot AutoML_en.vtt |
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| 024 SageMaker Autopilot AutoML.mp4 |
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| 025 Full Data Engineering Pipelines_en.vtt |
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| 025 Full Data Engineering Pipelines.mp4 |
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| 025 SageMaker Model Monitor_en.vtt |
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| 025 SageMaker Model Monitor.mp4 |
12.99Мб |
| 026 Data Engineering Summary.html |
2.04Кб |
| 026 Other recent features (JumpStart, Data Wrangler, Features Store, Edge Manager)_en.vtt |
10.37Кб |
| 026 Other recent features (JumpStart, Data Wrangler, Features Store, Edge Manager).mp4 |
8.39Мб |
| 027 SageMaker Canvas_en.vtt |
29.74Кб |
| 027 SageMaker Canvas.mp4 |
79.54Мб |
| 028 SageMaker Training Compiler_en.vtt |
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| 028 SageMaker Training Compiler.mp4 |
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| external-links.txt |
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