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文档列表

03 Exploratory Data Analysis/047 Lab Preparing Data for TF-IDF with Spark and EMR Part 3.mp4 133.9 MB
05 ML Implementation and Operations/106 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 3.mp4 97.2 MB
04 Modeling/051 Convolutional Neural Networks.mp4 93.4 MB
03 Exploratory Data Analysis/046 Lab Preparing Data for TF-IDF with Spark and EMR Part 2.mp4 87.7 MB
03 Exploratory Data Analysis/029 Example Preparing Data for Machine Learning in a Jupyter Notebook.mp4 86.8 MB
05 ML Implementation and Operations/105 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 2.mp4 84.6 MB
04 Modeling/094 Lab Tuning a Convolutional Neural Network on EC2 Part 2.mp4 84.4 MB
01 Introduction/002 Course Introduction What to Expect.mp4 82.0 MB
04 Modeling/093 Lab Tuning a Convolutional Neural Network on EC2 Part 1.mp4 81.8 MB
06 Wrapping Up/109 Test-Taking Strategies and What to Expect.mp4 75.6 MB
04 Modeling/079 Reinforcement Learning in SageMaker.mp4 71.5 MB
04 Modeling/049 Introduction to Deep Learning.mp4 66.7 MB
04 Modeling/052 Recurrent Neural Networks.mp4 62.4 MB
04 Modeling/095 Lab Tuning a Convolutional Neural Network on EC2 Part 3.mp4 59.3 MB
03 Exploratory Data Analysis/040 Imputing Missing Data.mp4 55.9 MB
02 Data Engineering/011 Lab 1.2 - Kinesis Data Analytics.mp4 55.4 MB
03 Exploratory Data Analysis/043 Binning Transforming Encoding Scaling and Shuffling.mp4 55.2 MB
04 Modeling/061 Introducing Amazon SageMaker.mp4 53.8 MB
04 Modeling/087 Amazon Rekognition.mp4 53.1 MB
03 Exploratory Data Analysis/042 Handling Outliers.mp4 52.9 MB
05 ML Implementation and Operations/097 SageMakers Inner Details and Production Variants.mp4 52.8 MB
03 Exploratory Data Analysis/039 Feature Engineering and the Curse of Dimensionality.mp4 50.1 MB
04 Modeling/050 Activation Functions.mp4 49.3 MB
03 Exploratory Data Analysis/028 Python in Data Science and Machine Learning.mp4 49.0 MB
02 Data Engineering/017 Lab 1.4 - Glue ETL.mp4 43.0 MB
03 Exploratory Data Analysis/041 Dealing with Unbalanced Data.mp4 42.8 MB
04 Modeling/055 Regularization Techniques for Neural Networks (Dropout Early Stopping).mp4 42.4 MB
04 Modeling/048 Section Intro Modeling.mp4 42.2 MB
02 Data Engineering/008 Kinesis Data Streams Kinesis Data Firehose.mp4 41.1 MB
02 Data Engineering/007 Amazon S3 Security.mp4 39.0 MB
04 Modeling/091 New ML Services for 2020.mp4 38.7 MB
02 Data Engineering/009 Lab 1.1 - Kinesis Data Firehose.mp4 36.8 MB
04 Modeling/080 Automatic Model Tuning.mp4 36.7 MB
05 ML Implementation and Operations/098 SageMaker On the Edge SageMaker Neo and IoT Greengrass.mp4 36.3 MB
03 Exploratory Data Analysis/034 Overview of Amazon Quicksight.mp4 35.7 MB
03 Exploratory Data Analysis/036 Elastic MapReduce (EMR) and Hadoop Overview.mp4 35.4 MB
03 Exploratory Data Analysis/037 Apache Spark on EMR.mp4 35.3 MB
04 Modeling/067 Object2Vec in SageMaker.mp4 34.4 MB
04 Modeling/086 Amazon Polly.mp4 34.1 MB
05 ML Implementation and Operations/104 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 1.mp4 32.5 MB
03 Exploratory Data Analysis/045 Lab Preparing Data for TF-IDF with Spark and EMR Part 1.mp4 32.0 MB
04 Modeling/059 Precision Recall F1 AUC and more.mp4 31.7 MB
06 Wrapping Up/108 More Preparation Resources.mp4 31.6 MB
04 Modeling/066 BlazingText in SageMaker.mp4 31.0 MB
05 ML Implementation and Operations/102 SageMaker Resource Management Elastic Inference Automatic Scaling AZs.mp4 30.7 MB
03 Exploratory Data Analysis/044 Amazon SageMaker Ground Truth and Label Generation.mp4 29.8 MB
03 Exploratory Data Analysis/030 Types of Data.mp4 29.8 MB
04 Modeling/085 Amazon Transcribe.mp4 29.7 MB
04 Modeling/082 SageMaker Studio and new SageMaker features for 2020.mp4 29.7 MB
03 Exploratory Data Analysis/033 Introduction to Amazon Athena.mp4 29.3 MB
05 ML Implementation and Operations/099 SageMaker Security Encryption at Rest and In Transit.mp4 29.3 MB
03 Exploratory Data Analysis/027 Section Intro Data Analysis.mp4 28.4 MB
05 ML Implementation and Operations/096 Section Intro Machine Learning Implementation and Operations.mp4 27.7 MB
07 Practice Exams/113 THANK YOU.mp4 27.7 MB
04 Modeling/075 K-Means Clustering in SageMaker.mp4 27.4 MB
04 Modeling/064 Seq2Seq in SageMaker.mp4 26.9 MB
03 Exploratory Data Analysis/038 EMR Notebooks Security and Instance Types.mp4 25.7 MB
02 Data Engineering/005 Amazon S3 - Overview.mp4 25.6 MB
02 Data Engineering/004 Section Intro Data Engineering.mp4 25.5 MB
04 Modeling/056 Grief with Gradients The Vanishing Gradient problem.mp4 25.4 MB
04 Modeling/068 Object Detection in SageMaker.mp4 25.3 MB
04 Modeling/065 DeepAR in SageMaker.mp4 25.3 MB
04 Modeling/062 Linear Learner in SageMaker.mp4 25.0 MB
02 Data Engineering/025 Full Data Engineering Pipelines.mp4 23.9 MB
04 Modeling/069 Image Classification in SageMaker.mp4 23.9 MB
03 Exploratory Data Analysis/035 Types of Visualizations and When to Use Them.mp4 23.7 MB
02 Data Engineering/015 Lab 1.3 - Glue Data Catalog.mp4 23.6 MB
05 ML Implementation and Operations/100 SageMaker Security VPCs IAM Logging and Monitoring.mp4 23.5 MB
03 Exploratory Data Analysis/031 Data Distributions.mp4 23.5 MB
02 Data Engineering/006 Amazon S3 - Storage Tiers Lifecycle Rules.mp4 23.2 MB
04 Modeling/054 Tuning Neural Networks.mp4 23.2 MB
04 Modeling/070 Semantic Segmentation in SageMaker.mp4 22.9 MB
02 Data Engineering/010 Kinesis Data Analytics.mp4 22.4 MB
04 Modeling/081 Apache Spark with SageMaker.mp4 21.5 MB
04 Modeling/083 Amazon Comprehend.mp4 21.4 MB
04 Modeling/058 The Confusion Matrix.mp4 21.3 MB
04 Modeling/077 Factorization Machines in SageMaker.mp4 20.5 MB
04 Modeling/089 Amazon Lex.mp4 19.5 MB
04 Modeling/076 Principal Component Analysis (PCA) in SageMaker.mp4 19.3 MB
04 Modeling/072 Neural Topic Model in SageMaker.mp4 19.3 MB
04 Modeling/060 Ensemble Methods Bagging and Boosting.mp4 18.9 MB
01 Introduction/001 Udemy 101.mp4 18.3 MB
05 ML Implementation and Operations/101 SageMaker Resource Management Instance Types and Spot Training.mp4 18.3 MB
01 Introduction/003 Get the Course Materials.mp4 18.1 MB
06 Wrapping Up/110 You Made It.mp4 18.0 MB
04 Modeling/073 Latent Dirichlet Allocation (LDA) in SageMaker.mp4 17.4 MB
03 Exploratory Data Analysis/032 Time Series Trends and Seasonality.mp4 17.1 MB
04 Modeling/071 Random Cut Forest in SageMaker.mp4 16.8 MB
04 Modeling/090 The Best of the Rest Other High-Level AWS Machine Learning Services.mp4 16.3 MB
04 Modeling/063 XGBoost in SageMaker.mp4 16.0 MB
04 Modeling/078 IP Insights in SageMaker.mp4 15.9 MB
02 Data Engineering/012 Kinesis Video Streams.mp4 14.8 MB
02 Data Engineering/021 AWS Data Pipelines.mp4 14.7 MB
04 Modeling/074 K-Nearest-Neighbors (KNN) in SageMaker.mp4 14.5 MB
02 Data Engineering/020 AWS Data Stores in Machine Learning.mp4 14.5 MB
04 Modeling/057 L1 and L2 Regularization.mp4 14.3 MB
02 Data Engineering/024 AWS Step Functions.mp4 14.0 MB
02 Data Engineering/014 Glue Data Catalog Crawlers.mp4 11.9 MB
05 ML Implementation and Operations/103 SageMaker Inference Pipelines.mp4 11.8 MB
04 Modeling/088 Amazon Forecast.mp4 11.6 MB
04 Modeling/092 Putting them All Together.mp4 11.5 MB
04 Modeling/053 Deep Learning on EC2 and EMR.mp4 11.2 MB
02 Data Engineering/016 Glue ETL.mp4 10.3 MB
06 Wrapping Up/111 Save 50 on your AWS Exam Cost.mp4 9.9 MB
02 Data Engineering/019 Lab 1 - Cleanup.mp4 9.9 MB
02 Data Engineering/023 AWS DMS - Database Migration Services.mp4 9.9 MB
06 Wrapping Up/107 Section Intro Wrapping Up.mp4 9.5 MB
02 Data Engineering/018 Lab 1.5 - Athena.mp4 9.1 MB
04 Modeling/084 Amazon Translate.mp4 9.0 MB
02 Data Engineering/022 AWS Batch.mp4 8.7 MB
06 Wrapping Up/112 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only.mp4 6.6 MB
02 Data Engineering/013 Kinesis ML Summary.mp4 5.3 MB
03 Exploratory Data Analysis/047 Lab Preparing Data for TF-IDF with Spark and EMR Part 3.en.srt 23.3 kB
05 ML Implementation and Operations/106 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 3.en.srt 21.7 kB
03 Exploratory Data Analysis/028 Python in Data Science and Machine Learning.en.srt 21.6 kB
04 Modeling/079 Reinforcement Learning in SageMaker.en.srt 21.0 kB
04 Modeling/051 Convolutional Neural Networks.en.srt 20.5 kB
04 Modeling/050 Activation Functions.en.srt 20.1 kB
05 ML Implementation and Operations/097 SageMakers Inner Details and Production Variants.en.srt 19.2 kB
05 ML Implementation and Operations/105 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 2.en.srt 18.6 kB
06 Wrapping Up/109 Test-Taking Strategies and What to Expect.en.srt 18.5 kB
03 Exploratory Data Analysis/029 Example Preparing Data for Machine Learning in a Jupyter Notebook.en.srt 18.1 kB
04 Modeling/052 Recurrent Neural Networks.en.srt 17.7 kB
03 Exploratory Data Analysis/037 Apache Spark on EMR.en.srt 15.4 kB
04 Modeling/094 Lab Tuning a Convolutional Neural Network on EC2 Part 2.en.srt 15.3 kB
04 Modeling/049 Introduction to Deep Learning.en.srt 15.1 kB
03 Exploratory Data Analysis/042 Handling Outliers.en.srt 15.1 kB
03 Exploratory Data Analysis/046 Lab Preparing Data for TF-IDF with Spark and EMR Part 2.en.srt 14.8 kB
02 Data Engineering/008 Kinesis Data Streams Kinesis Data Firehose.en.srt 14.6 kB
03 Exploratory Data Analysis/040 Imputing Missing Data.en.srt 14.5 kB
04 Modeling/061 Introducing Amazon SageMaker.en.srt 14.3 kB
03 Exploratory Data Analysis/043 Binning Transforming Encoding Scaling and Shuffling.en.srt 14.2 kB
04 Modeling/087 Amazon Rekognition.en.srt 13.7 kB
04 Modeling/093 Lab Tuning a Convolutional Neural Network on EC2 Part 1.en.srt 13.4 kB
07 Practice Exams/114 Bonus Lecture Get the Full 3-Hour Practice Exam.html 13.3 kB
03 Exploratory Data Analysis/039 Feature Engineering and the Curse of Dimensionality.en.srt 12.5 kB
02 Data Engineering/007 Amazon S3 Security.en.srt 12.5 kB
04 Modeling/055 Regularization Techniques for Neural Networks (Dropout Early Stopping).en.srt 12.4 kB
02 Data Engineering/011 Lab 1.2 - Kinesis Data Analytics.en.srt 12.2 kB
03 Exploratory Data Analysis/036 Elastic MapReduce (EMR) and Hadoop Overview.en.srt 11.6 kB
04 Modeling/059 Precision Recall F1 AUC and more.en.srt 11.4 kB
04 Modeling/095 Lab Tuning a Convolutional Neural Network on EC2 Part 3.en.srt 11.2 kB
04 Modeling/091 New ML Services for 2020.en.srt 11.0 kB
04 Modeling/082 SageMaker Studio and new SageMaker features for 2020.en.srt 10.8 kB
01 Introduction/002 Course Introduction What to Expect.en.srt 10.6 kB
04 Modeling/080 Automatic Model Tuning.en.srt 10.5 kB
03 Exploratory Data Analysis/045 Lab Preparing Data for TF-IDF with Spark and EMR Part 1.en.srt 10.3 kB
06 Wrapping Up/108 More Preparation Resources.en.srt 10.3 kB
04 Modeling/083 Amazon Comprehend.en.srt 10.2 kB
02 Data Engineering/009 Lab 1.1 - Kinesis Data Firehose.en.srt 10.0 kB
04 Modeling/086 Amazon Polly.en.srt 10.0 kB
04 Modeling/058 The Confusion Matrix.en.srt 10.0 kB
02 Data Engineering/017 Lab 1.4 - Glue ETL.en.srt 9.9 kB
03 Exploratory Data Analysis/031 Data Distributions.en.srt 9.7 kB
03 Exploratory Data Analysis/041 Dealing with Unbalanced Data.en.srt 9.7 kB
03 Exploratory Data Analysis/034 Overview of Amazon Quicksight.en.srt 9.7 kB
02 Data Engineering/025 Full Data Engineering Pipelines.en.srt 9.0 kB
05 ML Implementation and Operations/104 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 1.en.srt 8.9 kB
02 Data Engineering/005 Amazon S3 - Overview.en.srt 8.7 kB
04 Modeling/066 BlazingText in SageMaker.en.srt 8.7 kB
04 Modeling/054 Tuning Neural Networks.en.srt 8.5 kB
04 Modeling/075 K-Means Clustering in SageMaker.en.srt 8.4 kB
03 Exploratory Data Analysis/033 Introduction to Amazon Athena.en.srt 8.2 kB
04 Modeling/062 Linear Learner in SageMaker.en.srt 8.1 kB
04 Modeling/056 Grief with Gradients The Vanishing Gradient problem.en.srt 8.0 kB
03 Exploratory Data Analysis/035 Types of Visualizations and When to Use Them.en.srt 7.9 kB
03 Exploratory Data Analysis/030 Types of Data.en.srt 7.9 kB
04 Modeling/067 Object2Vec in SageMaker.en.srt 7.8 kB
04 Modeling/064 Seq2Seq in SageMaker.en.srt 7.8 kB
03 Exploratory Data Analysis/044 Amazon SageMaker Ground Truth and Label Generation.en.srt 7.5 kB
02 Data Engineering/006 Amazon S3 - Storage Tiers Lifecycle Rules.en.srt 7.5 kB
05 ML Implementation and Operations/102 SageMaker Resource Management Elastic Inference Automatic Scaling AZs.en.srt 7.5 kB
05 ML Implementation and Operations/099 SageMaker Security Encryption at Rest and In Transit.en.srt 7.4 kB
02 Data Engineering/010 Kinesis Data Analytics.en.srt 7.3 kB
04 Modeling/085 Amazon Transcribe.en.srt 7.3 kB
04 Modeling/068 Object Detection in SageMaker.en.srt 7.3 kB
02 Data Engineering/015 Lab 1.3 - Glue Data Catalog.en.srt 7.2 kB
04 Modeling/077 Factorization Machines in SageMaker.en.srt 7.0 kB
04 Modeling/069 Image Classification in SageMaker.en.srt 7.0 kB
05 ML Implementation and Operations/098 SageMaker On the Edge SageMaker Neo and IoT Greengrass.en.srt 7.0 kB
04 Modeling/065 DeepAR in SageMaker.en.srt 6.8 kB
05 ML Implementation and Operations/100 SageMaker Security VPCs IAM Logging and Monitoring.en.srt 6.7 kB
03 Exploratory Data Analysis/032 Time Series Trends and Seasonality.en.srt 6.6 kB
04 Modeling/070 Semantic Segmentation in SageMaker.en.srt 6.5 kB
04 Modeling/060 Ensemble Methods Bagging and Boosting.en.srt 6.3 kB
03 Exploratory Data Analysis/038 EMR Notebooks Security and Instance Types.en.srt 5.9 kB
05 ML Implementation and Operations/101 SageMaker Resource Management Instance Types and Spot Training.en.srt 5.8 kB
04 Modeling/076 Principal Component Analysis (PCA) in SageMaker.en.srt 5.7 kB
04 Modeling/081 Apache Spark with SageMaker.en.srt 5.6 kB
04 Modeling/072 Neural Topic Model in SageMaker.en.srt 5.6 kB
02 Data Engineering/020 AWS Data Stores in Machine Learning.en.srt 5.5 kB
04 Modeling/073 Latent Dirichlet Allocation (LDA) in SageMaker.en.srt 5.4 kB
04 Modeling/089 Amazon Lex.en.srt 5.1 kB
02 Data Engineering/024 AWS Step Functions.en.srt 5.0 kB
04 Modeling/057 L1 and L2 Regularization.en.srt 5.0 kB
04 Modeling/071 Random Cut Forest in SageMaker.en.srt 5.0 kB
04 Modeling/078 IP Insights in SageMaker.en.srt 4.9 kB
04 Modeling/074 K-Nearest-Neighbors (KNN) in SageMaker.en.srt 4.9 kB
02 Data Engineering/012 Kinesis Video Streams.en.srt 4.9 kB
04 Modeling/063 XGBoost in SageMaker.en.srt 4.7 kB
04 Modeling/090 The Best of the Rest Other High-Level AWS Machine Learning Services.en.srt 4.7 kB
02 Data Engineering/021 AWS Data Pipelines.en.srt 4.6 kB
02 Data Engineering/014 Glue Data Catalog Crawlers.en.srt 4.3 kB
01 Introduction/001 Udemy 101.en.srt 4.0 kB
04 Modeling/084 Amazon Translate.en.srt 3.6 kB
04 Modeling/092 Putting them All Together.en.srt 3.6 kB
02 Data Engineering/016 Glue ETL.en.srt 3.5 kB
01 Introduction/003 Get the Course Materials.en.srt 3.4 kB
02 Data Engineering/023 AWS DMS - Database Migration Services.en.srt 3.2 kB
02 Data Engineering/022 AWS Batch.en.srt 3.1 kB
04 Modeling/048 Section Intro Modeling.en.srt 3.1 kB
06 Wrapping Up/111 Save 50 on your AWS Exam Cost.en.srt 3.0 kB
02 Data Engineering/026 Data Engineering Summary.html 3.0 kB
04 Modeling/088 Amazon Forecast.en.srt 2.9 kB
07 Practice Exams/113 THANK YOU.en.srt 2.8 kB
05 ML Implementation and Operations/103 SageMaker Inference Pipelines.en.srt 2.7 kB
02 Data Engineering/019 Lab 1 - Cleanup.en.srt 2.7 kB
04 Modeling/053 Deep Learning on EC2 and EMR.en.srt 2.5 kB
02 Data Engineering/018 Lab 1.5 - Athena.en.srt 2.4 kB
03 Exploratory Data Analysis/027 Section Intro Data Analysis.en.srt 2.0 kB
06 Wrapping Up/112 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only.en.srt 2.0 kB
02 Data Engineering/013 Kinesis ML Summary.en.srt 1.9 kB
02 Data Engineering/004 Section Intro Data Engineering.en.srt 1.8 kB
05 ML Implementation and Operations/096 Section Intro Machine Learning Implementation and Operations.en.srt 1.8 kB
06 Wrapping Up/110 You Made It.en.srt 1.3 kB
06 Wrapping Up/107 Section Intro Wrapping Up.en.srt 742 Bytes
01 Introduction/external-assets-links.txt 105 Bytes
[FreeCourseWorld.Com].url 54 Bytes
[DesireCourse.Net].url 51 Bytes
[CourseClub.Me].url 48 Bytes

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