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文档列表

03 - Exploratory Data Analysis/021 Lab Preparing Data for TF-IDF with Spark and EMR, Part 3.mp4 125.6 MB
03 - Exploratory Data Analysis/020 Lab Preparing Data for TF-IDF with Spark and EMR, Part 2.mp4 103.7 MB
05 - Modeling, Part 2 Amazon SageMaker/027 SageMaker Canvas.mp4 83.4 MB
01 - Introduction/002 Course Introduction What to Expect.mp4 82.0 MB
02 - Data Engineering/011 Lab 1.2 - Kinesis Data Analytics.mp4 78.9 MB
08 - ML Implementation and Operations/012 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 3.mp4 76.5 MB
03 - Exploratory Data Analysis/003 Example Preparing Data for Machine Learning in a Jupyter Notebook.mp4 76.5 MB
07 - Modeling, Part 4 Wrapping up & Lab Activity/003 Lab Tuning a Convolutional Neural Network on EC2, Part 2.mp4 76.3 MB
09 - Wrapping Up/003 Test-Taking Strategies, and What to Expect.mp4 75.6 MB
07 - Modeling, Part 4 Wrapping up & Lab Activity/002 Lab Tuning a Convolutional Neural Network on EC2, Part 1.mp4 60.8 MB
05 - Modeling, Part 2 Amazon SageMaker/019 Reinforcement Learning in SageMaker.mp4 56.3 MB
03 - Exploratory Data Analysis/014 Imputing Missing Data.mp4 55.9 MB
05 - Modeling, Part 2 Amazon SageMaker/001 Introducing Amazon SageMaker.mp4 53.8 MB
06 - Modeling, Part 3 High-Level ML Services/005 Amazon Rekognition.mp4 53.0 MB
08 - ML Implementation and Operations/002 SageMaker's Inner Details and Production Variants.mp4 53.0 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/004 Convolutional Neural Networks.mp4 51.7 MB
06 - Modeling, Part 3 High-Level ML Services/008 Amazon Personalize.mp4 46.9 MB
07 - Modeling, Part 4 Wrapping up & Lab Activity/004 Lab Tuning a Convolutional Neural Network on EC2, Part 3.mp4 44.5 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/001 Section Intro Modeling.mp4 42.3 MB
03 - Exploratory Data Analysis/017 Binning, Transforming, Encoding, Scaling, and Shuffling.mp4 42.2 MB
02 - Data Engineering/009 Lab 1.1 - Kinesis Data Firehose.mp4 42.2 MB
05 - Modeling, Part 2 Amazon SageMaker/024 SageMaker Autopilot AutoML.mp4 40.5 MB
08 - ML Implementation and Operations/011 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 2.mp4 40.4 MB
03 - Exploratory Data Analysis/016 Handling Outliers.mp4 40.2 MB
06 - Modeling, Part 3 High-Level ML Services/004 Amazon Polly.mp4 34.1 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/005 Recurrent Neural Networks.mp4 32.2 MB
03 - Exploratory Data Analysis/019 Lab Preparing Data for TF-IDF with Spark and EMR, Part 1.mp4 32.0 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/002 Introduction to Deep Learning.mp4 31.7 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/012 Precision, Recall, F1, AUC, and more.mp4 31.5 MB
05 - Modeling, Part 2 Amazon SageMaker/007 Object2Vec in SageMaker.mp4 30.9 MB
03 - Exploratory Data Analysis/008 Overview of Amazon Quicksight.mp4 28.9 MB
05 - Modeling, Part 2 Amazon SageMaker/023 SageMaker Debugger.mp4 28.8 MB
10 - Practice Exams/001 THANK YOU!.mp4 27.7 MB
08 - ML Implementation and Operations/010 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 1.mp4 25.7 MB
02 - Data Engineering/002 Amazon S3 - Overview.mp4 25.6 MB
08 - ML Implementation and Operations/007 SageMaker Resource Management Elastic Inference, Automatic Scaling, AZ's.mp4 24.7 MB
05 - Modeling, Part 2 Amazon SageMaker/015 K-Means Clustering in SageMaker.mp4 24.7 MB
03 - Exploratory Data Analysis/002 Python in Data Science and Machine Learning.mp4 24.5 MB
02 - Data Engineering/008 Kinesis Data Streams & Kinesis Data Firehose.mp4 24.3 MB
02 - Data Engineering/017 Lab 1.4 - Glue ETL.mp4 24.2 MB
02 - Data Engineering/007 Amazon S3 Security.mp4 24.1 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/003 Activation Functions.mp4 23.8 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/007 Tuning Neural Networks.mp4 23.8 MB
03 - Exploratory Data Analysis/013 Feature Engineering and the Curse of Dimensionality.mp4 23.5 MB
03 - Exploratory Data Analysis/005 Data Distributions.mp4 23.5 MB
03 - Exploratory Data Analysis/004 Types of Data.mp4 23.3 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/008 Regularization Techniques for Neural Networks (Dropout, Early Stopping).mp4 22.0 MB
02 - Data Engineering/004 Amazon S3 Storage + Glacier - Hands On.mp4 21.6 MB
03 - Exploratory Data Analysis/015 Dealing with Unbalanced Data.mp4 20.4 MB
03 - Exploratory Data Analysis/011 Apache Spark on EMR.mp4 18.3 MB
01 - Introduction/001 Udemy 101.mp4 18.3 MB
03 - Exploratory Data Analysis/018 Amazon SageMaker Ground Truth and Label Generation.mp4 17.5 MB
05 - Modeling, Part 2 Amazon SageMaker/016 Principal Component Analysis (PCA) in SageMaker.mp4 17.5 MB
03 - Exploratory Data Analysis/010 Elastic MapReduce (EMR) and Hadoop Overview.mp4 16.7 MB
02 - Data Engineering/001 Section Intro Data Engineering.mp4 15.9 MB
05 - Modeling, Part 2 Amazon SageMaker/020 Automatic Model Tuning.mp4 15.2 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/011 The Confusion Matrix.mp4 15.2 MB
05 - Modeling, Part 2 Amazon SageMaker/003 XGBoost in SageMaker.mp4 15.2 MB
09 - Wrapping Up/002 More Preparation Resources.mp4 15.1 MB
03 - Exploratory Data Analysis/001 Section Intro Data Analysis.mp4 14.7 MB
02 - Data Engineering/015 Lab 1.3 - Glue Data Catalog.mp4 14.6 MB
02 - Data Engineering/006 Amazon S3 Lifecycle Rules - Hands On.mp4 14.6 MB
08 - ML Implementation and Operations/001 Section Intro Machine Learning Implementation and Operations.mp4 14.3 MB
09 - Wrapping Up/004 You Made It!.mp4 14.0 MB
05 - Modeling, Part 2 Amazon SageMaker/025 SageMaker Model Monitor.mp4 13.6 MB
02 - Data Engineering/003 Amazon S3 Storage Classes + Glacier.mp4 13.3 MB
05 - Modeling, Part 2 Amazon SageMaker/022 SageMaker Studio, and SageMaker Experiments.mp4 13.0 MB
06 - Modeling, Part 3 High-Level ML Services/011 Deep Composer, Fraud Detection, CodeGuru, and Contact Lens.mp4 13.0 MB
06 - Modeling, Part 3 High-Level ML Services/009 Lightning round! TexTract, DeepLens, DeepRacher, Lookout, and Monitron.mp4 12.7 MB
05 - Modeling, Part 2 Amazon SageMaker/006 BlazingText in SageMaker.mp4 12.6 MB
08 - ML Implementation and Operations/003 SageMaker On the Edge SageMaker Neo and IoT Greengrass.mp4 12.6 MB
06 - Modeling, Part 3 High-Level ML Services/003 Amazon Transcribe.mp4 12.1 MB
03 - Exploratory Data Analysis/007 Introduction to Amazon Athena.mp4 12.0 MB
05 - Modeling, Part 2 Amazon SageMaker/014 K-Nearest-Neighbors (KNN) in SageMaker.mp4 11.9 MB
06 - Modeling, Part 3 High-Level ML Services/007 Amazon Lex.mp4 11.9 MB
05 - Modeling, Part 2 Amazon SageMaker/004 Seq2Seq in SageMaker.mp4 11.8 MB
02 - Data Engineering/005 Amazon S3 Lifecycle Rules.mp4 11.7 MB
03 - Exploratory Data Analysis/009 Types of Visualizations, and When to Use Them.mp4 11.7 MB
08 - ML Implementation and Operations/004 SageMaker Security Encryption at Rest and In Transit.mp4 11.7 MB
05 - Modeling, Part 2 Amazon SageMaker/002 Linear Learner in SageMaker.mp4 11.6 MB
02 - Data Engineering/025 Full Data Engineering Pipelines.mp4 11.5 MB
08 - ML Implementation and Operations/008 SageMaker Serverless Inference and Inference Recommender.mp4 11.3 MB
05 - Modeling, Part 2 Amazon SageMaker/021 Apache Spark with SageMaker.mp4 11.2 MB
06 - Modeling, Part 3 High-Level ML Services/001 Amazon Comprehend.mp4 11.0 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/010 Grief with Gradients The Vanishing Gradient problem.mp4 10.9 MB
03 - Exploratory Data Analysis/012 EMR Notebooks, Security, and Instance Types.mp4 10.9 MB
05 - Modeling, Part 2 Amazon SageMaker/005 DeepAR in SageMaker.mp4 10.6 MB
02 - Data Engineering/010 Kinesis Data Analytics.mp4 10.5 MB
05 - Modeling, Part 2 Amazon SageMaker/009 Image Classification in SageMaker.mp4 10.4 MB
05 - Modeling, Part 2 Amazon SageMaker/008 Object Detection in SageMaker.mp4 10.4 MB
08 - ML Implementation and Operations/005 SageMaker Security VPC's, IAM, Logging, and Monitoring.mp4 10.1 MB
05 - Modeling, Part 2 Amazon SageMaker/010 Semantic Segmentation in SageMaker.mp4 9.7 MB
05 - Modeling, Part 2 Amazon SageMaker/017 Factorization Machines in SageMaker.mp4 9.6 MB
05 - Modeling, Part 2 Amazon SageMaker/026 Other recent features (JumpStart, Data Wrangler, Features Store, Edge Manager).mp4 8.8 MB
09 - Wrapping Up/005 Save 50% on your AWS Exam Cost!.mp4 8.8 MB
02 - Data Engineering/019 Lab 1 - Cleanup.mp4 8.7 MB
03 - Exploratory Data Analysis/006 Time Series Trends and Seasonality.mp4 8.6 MB
08 - ML Implementation and Operations/006 SageMaker Resource Management Instance Types and Spot Training.mp4 8.4 MB
01 - Introduction/003 Get the Course Materials.mp4 8.4 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/013 Ensemble Methods Bagging and Boosting.mp4 8.3 MB
05 - Modeling, Part 2 Amazon SageMaker/012 Neural Topic Model in SageMaker.mp4 8.1 MB
06 - Modeling, Part 3 High-Level ML Services/010 TorchServe, AWS Neuron, and AWS Panorama.mp4 7.8 MB
05 - Modeling, Part 2 Amazon SageMaker/013 Latent Dirichlet Allocation (LDA) in SageMaker.mp4 7.6 MB
05 - Modeling, Part 2 Amazon SageMaker/011 Random Cut Forest in SageMaker.mp4 7.4 MB
09 - Wrapping Up/001 Section Intro Wrapping Up.mp4 7.3 MB
05 - Modeling, Part 2 Amazon SageMaker/018 IP Insights in SageMaker.mp4 7.0 MB
02 - Data Engineering/020 AWS Data Stores in Machine Learning.mp4 7.0 MB
02 - Data Engineering/024 AWS Step Functions.mp4 6.9 MB
02 - Data Engineering/012 Kinesis Video Streams.mp4 6.8 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/009 L1 and L2 Regularization.mp4 6.8 MB
06 - Modeling, Part 3 High-Level ML Services/012 Amazon Kendra and Amazon Augmented AI (A2I).mp4 6.8 MB
05 - Modeling, Part 2 Amazon SageMaker/028 SageMaker Training Compiler.mp4 6.6 MB
02 - Data Engineering/021 AWS Data Pipelines.mp4 6.5 MB
02 - Data Engineering/014 Glue Data Catalog & Crawlers.mp4 5.7 MB
08 - ML Implementation and Operations/009 SageMaker Inference Pipelines.mp4 5.6 MB
07 - Modeling, Part 4 Wrapping up & Lab Activity/001 Putting them All Together.mp4 5.0 MB
06 - Modeling, Part 3 High-Level ML Services/006 Amazon Forecast.mp4 4.8 MB
02 - Data Engineering/016 Glue ETL.mp4 4.8 MB
02 - Data Engineering/018 Lab 1.5 - Athena.mp4 4.7 MB
02 - Data Engineering/023 AWS DMS - Database Migration Services.mp4 4.6 MB
06 - Modeling, Part 3 High-Level ML Services/002 Amazon Translate.mp4 4.4 MB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/006 Deep Learning on EC2 and EMR.mp4 4.2 MB
02 - Data Engineering/022 AWS Batch.mp4 4.2 MB
09 - Wrapping Up/006 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only.mp4 3.4 MB
02 - Data Engineering/013 Kinesis ML Summary.mp4 2.6 MB
06 - Modeling, Part 3 High-Level ML Services/008 Amazon Personalize_en.vtt 42.4 kB
03 - Exploratory Data Analysis/003 DeepLearningProject-Solution.ipynb 42.2 kB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/004 Convolutional Neural Networks_en.vtt 38.5 kB
05 - Modeling, Part 2 Amazon SageMaker/027 SageMaker Canvas_en.vtt 30.4 kB
07 - Modeling, Part 4 Wrapping up & Lab Activity/003 Lab Tuning a Convolutional Neural Network on EC2, Part 2_en.vtt 27.8 kB
07 - Modeling, Part 4 Wrapping up & Lab Activity/002 Lab Tuning a Convolutional Neural Network on EC2, Part 1_en.vtt 24.3 kB
02 - Data Engineering/008 Kinesis Data Streams & Kinesis Data Firehose_en.vtt 23.9 kB
03 - Exploratory Data Analysis/021 Lab Preparing Data for TF-IDF with Spark and EMR, Part 3_en.vtt 22.3 kB
03 - Exploratory Data Analysis/002 Python in Data Science and Machine Learning_en.vtt 19.8 kB
08 - ML Implementation and Operations/012 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 3_en.vtt 19.7 kB
03 - Exploratory Data Analysis/020 Lab Preparing Data for TF-IDF with Spark and EMR, Part 2_en.vtt 19.5 kB
05 - Modeling, Part 2 Amazon SageMaker/019 Reinforcement Learning in SageMaker_en.vtt 19.3 kB
06 - Modeling, Part 3 High-Level ML Services/001 Amazon Comprehend_en.vtt 18.7 kB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/003 Activation Functions_en.vtt 18.4 kB
06 - Modeling, Part 3 High-Level ML Services/004 Amazon Polly_en.vtt 18.1 kB
08 - ML Implementation and Operations/002 SageMaker's Inner Details and Production Variants_en.vtt 17.9 kB
09 - Wrapping Up/003 Test-Taking Strategies, and What to Expect_en.vtt 16.9 kB
08 - ML Implementation and Operations/011 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 2_en.vtt 16.9 kB
03 - Exploratory Data Analysis/003 Example Preparing Data for Machine Learning in a Jupyter Notebook_en.vtt 16.6 kB
08 - ML Implementation and Operations/010 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 1_en.vtt 16.4 kB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/005 Recurrent Neural Networks_en.vtt 16.2 kB
02 - Data Engineering/011 Lab 1.2 - Kinesis Data Analytics_en.vtt 15.4 kB
03 - Exploratory Data Analysis/011 Apache Spark on EMR_en.vtt 14.2 kB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/002 Introduction to Deep Learning_en.vtt 13.9 kB
03 - Exploratory Data Analysis/016 Handling Outliers_en.vtt 13.6 kB
03 - Exploratory Data Analysis/014 Imputing Missing Data_en.vtt 13.2 kB
06 - Modeling, Part 3 High-Level ML Services/009 Lightning round! TexTract, DeepLens, DeepRacher, Lookout, and Monitron_en.vtt 13.2 kB
05 - Modeling, Part 2 Amazon SageMaker/001 Introducing Amazon SageMaker_en.vtt 13.0 kB
03 - Exploratory Data Analysis/017 Binning, Transforming, Encoding, Scaling, and Shuffling_en.vtt 13.0 kB
05 - Modeling, Part 2 Amazon SageMaker/017 Factorization Machines in SageMaker_en.vtt 12.8 kB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/011 The Confusion Matrix_en.vtt 12.7 kB
06 - Modeling, Part 3 High-Level ML Services/005 Amazon Rekognition_en.vtt 12.6 kB
02 - Data Engineering/003 Amazon S3 Storage Classes + Glacier_en.vtt 12.2 kB
03 - Exploratory Data Analysis/018 Amazon SageMaker Ground Truth and Label Generation_en.vtt 12.2 kB
03 - Exploratory Data Analysis/006 Time Series Trends and Seasonality_en.vtt 12.1 kB
03 - Exploratory Data Analysis/013 Feature Engineering and the Curse of Dimensionality_en.vtt 11.4 kB
02 - Data Engineering/007 Amazon S3 Security_en.vtt 11.4 kB
02 - Data Engineering/009 Lab 1.1 - Kinesis Data Firehose_en.vtt 11.3 kB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/007 Tuning Neural Networks_en.vtt 11.3 kB
02 - Data Engineering/005 Amazon S3 Lifecycle Rules_en.vtt 11.3 kB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/008 Regularization Techniques for Neural Networks (Dropout, Early Stopping)_en.vtt 11.3 kB
05 - Modeling, Part 2 Amazon SageMaker/026 Other recent features (JumpStart, Data Wrangler, Features Store, Edge Manager)_en.vtt 10.6 kB
03 - Exploratory Data Analysis/010 Elastic MapReduce (EMR) and Hadoop Overview_en.vtt 10.6 kB
06 - Modeling, Part 3 High-Level ML Services/011 Deep Composer, Fraud Detection, CodeGuru, and Contact Lens_en.vtt 10.5 kB
06 - Modeling, Part 3 High-Level ML Services/003 Amazon Transcribe_en.vtt 10.5 kB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/012 Precision, Recall, F1, AUC, and more_en.vtt 10.3 kB
05 - Modeling, Part 2 Amazon SageMaker/021 Apache Spark with SageMaker_en.vtt 10.3 kB
07 - Modeling, Part 4 Wrapping up & Lab Activity/004 Lab Tuning a Convolutional Neural Network on EC2, Part 3_en.vtt 10.2 kB
05 - Modeling, Part 2 Amazon SageMaker/007 Object2Vec in SageMaker_en.vtt 9.9 kB
05 - Modeling, Part 2 Amazon SageMaker/024 SageMaker Autopilot AutoML_en.vtt 9.8 kB
01 - Introduction/002 Course Introduction What to Expect_en.vtt 9.6 kB
05 - Modeling, Part 2 Amazon SageMaker/020 Automatic Model Tuning_en.vtt 9.6 kB
03 - Exploratory Data Analysis/019 Lab Preparing Data for TF-IDF with Spark and EMR, Part 1_en.vtt 9.5 kB
09 - Wrapping Up/002 More Preparation Resources_en.vtt 9.4 kB
06 - Modeling, Part 3 High-Level ML Services/007 Amazon Lex_en.vtt 9.3 kB
08 - ML Implementation and Operations/008 SageMaker Serverless Inference and Inference Recommender_en.vtt 9.2 kB
05 - Modeling, Part 2 Amazon SageMaker/018 IP Insights in SageMaker_en.vtt 9.0 kB
03 - Exploratory Data Analysis/005 Data Distributions_en.vtt 8.9 kB
03 - Exploratory Data Analysis/015 Dealing with Unbalanced Data_en.vtt 8.9 kB
05 - Modeling, Part 2 Amazon SageMaker/003 XGBoost in SageMaker_en.vtt 8.9 kB
03 - Exploratory Data Analysis/008 Overview of Amazon Quicksight_en.vtt 8.9 kB
02 - Data Engineering/017 Lab 1.4 - Glue ETL_en.vtt 8.8 kB
05 - Modeling, Part 2 Amazon SageMaker/025 SageMaker Model Monitor_en.vtt 8.2 kB
02 - Data Engineering/025 Full Data Engineering Pipelines_en.vtt 8.0 kB
02 - Data Engineering/002 Amazon S3 - Overview_en.vtt 7.9 kB
05 - Modeling, Part 2 Amazon SageMaker/006 BlazingText in SageMaker_en.vtt 7.9 kB
10 - Practice Exams/002 Bonus Lecture.html 7.7 kB
05 - Modeling, Part 2 Amazon SageMaker/015 K-Means Clustering in SageMaker_en.vtt 7.6 kB
05 - Modeling, Part 2 Amazon SageMaker/002 Linear Learner in SageMaker_en.vtt 7.4 kB
03 - Exploratory Data Analysis/007 Introduction to Amazon Athena_en.vtt 7.4 kB
03 - Exploratory Data Analysis/009 Types of Visualizations, and When to Use Them_en.vtt 7.3 kB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/010 Grief with Gradients The Vanishing Gradient problem_en.vtt 7.3 kB
03 - Exploratory Data Analysis/004 Types of Data_en.vtt 7.2 kB
02 - Data Engineering/004 Amazon S3 Storage + Glacier - Hands On_en.vtt 7.2 kB
05 - Modeling, Part 2 Amazon SageMaker/004 Seq2Seq in SageMaker_en.vtt 7.1 kB
08 - ML Implementation and Operations/007 SageMaker Resource Management Elastic Inference, Automatic Scaling, AZ's_en.vtt 6.8 kB
08 - ML Implementation and Operations/004 SageMaker Security Encryption at Rest and In Transit_en.vtt 6.7 kB
05 - Modeling, Part 2 Amazon SageMaker/008 Object Detection in SageMaker_en.vtt 6.6 kB
02 - Data Engineering/020 AWS Data Stores in Machine Learning_en.vtt 6.6 kB
02 - Data Engineering/010 Kinesis Data Analytics_en.vtt 6.6 kB
02 - Data Engineering/015 Lab 1.3 - Glue Data Catalog_en.vtt 6.5 kB
06 - Modeling, Part 3 High-Level ML Services/002 Amazon Translate_en.vtt 6.5 kB
07 - Modeling, Part 4 Wrapping up & Lab Activity/001 Putting them All Together_en.vtt 6.5 kB
05 - Modeling, Part 2 Amazon SageMaker/009 Image Classification in SageMaker_en.vtt 6.4 kB
08 - ML Implementation and Operations/003 SageMaker On the Edge SageMaker Neo and IoT Greengrass_en.vtt 6.4 kB
06 - Modeling, Part 3 High-Level ML Services/012 Amazon Kendra and Amazon Augmented AI (A2I)_en.vtt 6.4 kB
05 - Modeling, Part 2 Amazon SageMaker/023 SageMaker Debugger_en.vtt 6.3 kB
05 - Modeling, Part 2 Amazon SageMaker/005 DeepAR in SageMaker_en.vtt 6.2 kB
08 - ML Implementation and Operations/005 SageMaker Security VPC's, IAM, Logging, and Monitoring_en.vtt 6.1 kB
05 - Modeling, Part 2 Amazon SageMaker/010 Semantic Segmentation in SageMaker_en.vtt 6.0 kB
02 - Data Engineering/006 Amazon S3 Lifecycle Rules - Hands On_en.vtt 5.9 kB
06 - Modeling, Part 3 High-Level ML Services/010 TorchServe, AWS Neuron, and AWS Panorama_en.vtt 5.8 kB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/013 Ensemble Methods Bagging and Boosting_en.vtt 5.8 kB
05 - Modeling, Part 2 Amazon SageMaker/028 SageMaker Training Compiler_en.vtt 5.6 kB
03 - Exploratory Data Analysis/012 EMR Notebooks, Security, and Instance Types_en.vtt 5.4 kB
08 - ML Implementation and Operations/006 SageMaker Resource Management Instance Types and Spot Training_en.vtt 5.4 kB
05 - Modeling, Part 2 Amazon SageMaker/016 Principal Component Analysis (PCA) in SageMaker_en.vtt 5.2 kB
05 - Modeling, Part 2 Amazon SageMaker/012 Neural Topic Model in SageMaker_en.vtt 5.2 kB
05 - Modeling, Part 2 Amazon SageMaker/013 Latent Dirichlet Allocation (LDA) in SageMaker_en.vtt 5.0 kB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/009 L1 and L2 Regularization_en.vtt 4.6 kB
02 - Data Engineering/024 AWS Step Functions_en.vtt 4.6 kB
05 - Modeling, Part 2 Amazon SageMaker/011 Random Cut Forest in SageMaker_en.vtt 4.6 kB
05 - Modeling, Part 2 Amazon SageMaker/014 K-Nearest-Neighbors (KNN) in SageMaker_en.vtt 4.5 kB
02 - Data Engineering/012 Kinesis Video Streams_en.vtt 4.5 kB
02 - Data Engineering/021 AWS Data Pipelines_en.vtt 4.2 kB
05 - Modeling, Part 2 Amazon SageMaker/022 SageMaker Studio, and SageMaker Experiments_en.vtt 4.2 kB
02 - Data Engineering/014 Glue Data Catalog & Crawlers_en.vtt 3.9 kB
01 - Introduction/001 Udemy 101_en.vtt 3.6 kB
06 - Modeling, Part 3 High-Level ML Services/006 Amazon Forecast_en.vtt 3.6 kB
08 - ML Implementation and Operations/009 SageMaker Inference Pipelines_en.vtt 3.5 kB
02 - Data Engineering/013 Kinesis ML Summary_en.vtt 3.4 kB
02 - Data Engineering/016 Glue ETL_en.vtt 3.3 kB
01 - Introduction/003 Get the Course Materials_en.vtt 3.1 kB
02 - Data Engineering/023 AWS DMS - Database Migration Services_en.vtt 3.0 kB
02 - Data Engineering/022 AWS Batch_en.vtt 2.8 kB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/001 Section Intro Modeling_en.vtt 2.8 kB
09 - Wrapping Up/005 Save 50% on your AWS Exam Cost!_en.vtt 2.7 kB
10 - Practice Exams/001 THANK YOU!_en.vtt 2.5 kB
02 - Data Engineering/019 Lab 1 - Cleanup_en.vtt 2.5 kB
04 - Modeling, Part 1 General Deep Learning and Machine Learning/006 Deep Learning on EC2 and EMR_en.vtt 2.2 kB
02 - Data Engineering/018 Lab 1.5 - Athena_en.vtt 2.2 kB
02 - Data Engineering/026 Data Engineering Summary.html 2.1 kB
03 - Exploratory Data Analysis/001 Section Intro Data Analysis_en.vtt 1.9 kB
09 - Wrapping Up/006 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only_en.vtt 1.8 kB
08 - ML Implementation and Operations/001 Section Intro Machine Learning Implementation and Operations_en.vtt 1.7 kB
09 - Wrapping Up/004 You Made It!_en.vtt 1.2 kB
02 - Data Engineering/001 Section Intro Data Engineering_en.vtt 1.0 kB
09 - Wrapping Up/001 Section Intro Wrapping Up_en.vtt 690 Bytes
0. Websites you may like/[FreeCourseSite.com].url 127 Bytes
04 - Modeling, Part 1 General Deep Learning and Machine Learning/0. Websites you may like/[FreeCourseSite.com].url 127 Bytes
08 - ML Implementation and Operations/0. Websites you may like/[FreeCourseSite.com].url 127 Bytes
0. Websites you may like/[CourseClub.Me].url 122 Bytes
04 - Modeling, Part 1 General Deep Learning and Machine Learning/0. Websites you may like/[CourseClub.Me].url 122 Bytes
08 - ML Implementation and Operations/0. Websites you may like/[CourseClub.Me].url 122 Bytes
01 - Introduction/external-links.txt 105 Bytes
01 - Introduction/003 Course-materials-page.url 101 Bytes
0. Websites you may like/[GigaCourse.Com].url 49 Bytes
04 - Modeling, Part 1 General Deep Learning and Machine Learning/0. Websites you may like/[GigaCourse.Com].url 49 Bytes
08 - ML Implementation and Operations/0. Websites you may like/[GigaCourse.Com].url 49 Bytes

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