[FreeCourseWorld.Com] Udemy - AWS Certified Machine Learning Specialty 2020 - Hands On!

Creation Time	Feb. 25, 2025, 3:40 a.m.
Last Access Time	May 19, 2025, 9:55 a.m.
File Size	3.5 GB
Keywords	On FreeCourseWorld - Specialty AWS Machine 2020 Learning Hands Udemy Com Certified
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Total Files	228
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03 Exploratory Data Analysis/047 Lab Preparing Data for TF-IDF with Spark and EMR Part 3.mp4 127.7 MB
05 ML Implementation and Operations/106 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 3.mp4 92.7 MB
04 Modeling/051 Convolutional Neural Networks.mp4 89.1 MB
03 Exploratory Data Analysis/046 Lab Preparing Data for TF-IDF with Spark and EMR Part 2.mp4 83.6 MB
03 Exploratory Data Analysis/029 Example Preparing Data for Machine Learning in a Jupyter Notebook.mp4 82.7 MB
05 ML Implementation and Operations/105 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 2.mp4 80.6 MB
04 Modeling/094 Lab Tuning a Convolutional Neural Network on EC2 Part 2.mp4 80.5 MB
01 Introduction/002 Course Introduction What to Expect.mp4 78.2 MB
04 Modeling/093 Lab Tuning a Convolutional Neural Network on EC2 Part 1.mp4 78.0 MB
06 Wrapping Up/109 Test-Taking Strategies and What to Expect.mp4 72.1 MB
04 Modeling/079 Reinforcement Learning in SageMaker.mp4 68.2 MB
04 Modeling/049 Introduction to Deep Learning.mp4 63.6 MB
04 Modeling/052 Recurrent Neural Networks.mp4 59.5 MB
04 Modeling/095 Lab Tuning a Convolutional Neural Network on EC2 Part 3.mp4 56.5 MB
03 Exploratory Data Analysis/040 Imputing Missing Data.mp4 53.3 MB
02 Data Engineering/011 Lab 1.2 - Kinesis Data Analytics.mp4 52.8 MB
03 Exploratory Data Analysis/043 Binning Transforming Encoding Scaling and Shuffling.mp4 52.7 MB
04 Modeling/061 Introducing Amazon SageMaker.mp4 51.4 MB
04 Modeling/087 Amazon Rekognition.mp4 50.6 MB
03 Exploratory Data Analysis/042 Handling Outliers.mp4 50.5 MB
05 ML Implementation and Operations/097 SageMakers Inner Details and Production Variants.mp4 50.3 MB
03 Exploratory Data Analysis/039 Feature Engineering and the Curse of Dimensionality.mp4 47.8 MB
04 Modeling/050 Activation Functions.mp4 47.0 MB
03 Exploratory Data Analysis/028 Python in Data Science and Machine Learning.mp4 46.8 MB
02 Data Engineering/017 Lab 1.4 - Glue ETL.mp4 41.1 MB
03 Exploratory Data Analysis/041 Dealing with Unbalanced Data.mp4 40.9 MB
04 Modeling/055 Regularization Techniques for Neural Networks (Dropout Early Stopping).mp4 40.5 MB
04 Modeling/048 Section Intro Modeling.mp4 40.3 MB
02 Data Engineering/008 Kinesis Data Streams Kinesis Data Firehose.mp4 39.2 MB
02 Data Engineering/007 Amazon S3 Security.mp4 37.2 MB
04 Modeling/091 New ML Services for 2020.mp4 36.9 MB
02 Data Engineering/009 Lab 1.1 - Kinesis Data Firehose.mp4 35.1 MB
04 Modeling/080 Automatic Model Tuning.mp4 35.0 MB
05 ML Implementation and Operations/098 SageMaker On the Edge SageMaker Neo and IoT Greengrass.mp4 34.6 MB
03 Exploratory Data Analysis/034 Overview of Amazon Quicksight.mp4 34.0 MB
03 Exploratory Data Analysis/036 Elastic MapReduce (EMR) and Hadoop Overview.mp4 33.8 MB
03 Exploratory Data Analysis/037 Apache Spark on EMR.mp4 33.7 MB
04 Modeling/067 Object2Vec in SageMaker.mp4 32.8 MB
04 Modeling/086 Amazon Polly.mp4 32.5 MB
05 ML Implementation and Operations/104 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 1.mp4 31.0 MB
03 Exploratory Data Analysis/045 Lab Preparing Data for TF-IDF with Spark and EMR Part 1.mp4 30.5 MB
04 Modeling/059 Precision Recall F1 AUC and more.mp4 30.2 MB
06 Wrapping Up/108 More Preparation Resources.mp4 30.2 MB
04 Modeling/066 BlazingText in SageMaker.mp4 29.6 MB
05 ML Implementation and Operations/102 SageMaker Resource Management Elastic Inference Automatic Scaling AZs.mp4 29.3 MB
03 Exploratory Data Analysis/044 Amazon SageMaker Ground Truth and Label Generation.mp4 28.4 MB
03 Exploratory Data Analysis/030 Types of Data.mp4 28.4 MB
04 Modeling/085 Amazon Transcribe.mp4 28.3 MB
04 Modeling/082 SageMaker Studio and new SageMaker features for 2020.mp4 28.3 MB
03 Exploratory Data Analysis/033 Introduction to Amazon Athena.mp4 27.9 MB
05 ML Implementation and Operations/099 SageMaker Security Encryption at Rest and In Transit.mp4 27.9 MB
03 Exploratory Data Analysis/027 Section Intro Data Analysis.mp4 27.1 MB
05 ML Implementation and Operations/096 Section Intro Machine Learning Implementation and Operations.mp4 26.4 MB
07 Practice Exams/113 THANK YOU.mp4 26.4 MB
04 Modeling/075 K-Means Clustering in SageMaker.mp4 26.2 MB
04 Modeling/064 Seq2Seq in SageMaker.mp4 25.6 MB
03 Exploratory Data Analysis/038 EMR Notebooks Security and Instance Types.mp4 24.5 MB
02 Data Engineering/005 Amazon S3 - Overview.mp4 24.4 MB
02 Data Engineering/004 Section Intro Data Engineering.mp4 24.3 MB
04 Modeling/056 Grief with Gradients The Vanishing Gradient problem.mp4 24.2 MB
04 Modeling/068 Object Detection in SageMaker.mp4 24.1 MB
04 Modeling/065 DeepAR in SageMaker.mp4 24.1 MB
04 Modeling/062 Linear Learner in SageMaker.mp4 23.8 MB
02 Data Engineering/025 Full Data Engineering Pipelines.mp4 22.8 MB
04 Modeling/069 Image Classification in SageMaker.mp4 22.8 MB
03 Exploratory Data Analysis/035 Types of Visualizations and When to Use Them.mp4 22.6 MB
02 Data Engineering/015 Lab 1.3 - Glue Data Catalog.mp4 22.5 MB
05 ML Implementation and Operations/100 SageMaker Security VPCs IAM Logging and Monitoring.mp4 22.4 MB
03 Exploratory Data Analysis/031 Data Distributions.mp4 22.4 MB
02 Data Engineering/006 Amazon S3 - Storage Tiers Lifecycle Rules.mp4 22.1 MB
04 Modeling/054 Tuning Neural Networks.mp4 22.1 MB
04 Modeling/070 Semantic Segmentation in SageMaker.mp4 21.8 MB
02 Data Engineering/010 Kinesis Data Analytics.mp4 21.4 MB
04 Modeling/081 Apache Spark with SageMaker.mp4 20.5 MB
04 Modeling/083 Amazon Comprehend.mp4 20.4 MB
04 Modeling/058 The Confusion Matrix.mp4 20.3 MB
04 Modeling/077 Factorization Machines in SageMaker.mp4 19.6 MB
04 Modeling/089 Amazon Lex.mp4 18.6 MB
04 Modeling/076 Principal Component Analysis (PCA) in SageMaker.mp4 18.4 MB
04 Modeling/072 Neural Topic Model in SageMaker.mp4 18.4 MB
04 Modeling/060 Ensemble Methods Bagging and Boosting.mp4 18.1 MB
01 Introduction/001 Udemy 101.mp4 17.4 MB
05 ML Implementation and Operations/101 SageMaker Resource Management Instance Types and Spot Training.mp4 17.4 MB
01 Introduction/003 Get the Course Materials.mp4 17.3 MB
06 Wrapping Up/110 You Made It.mp4 17.2 MB
04 Modeling/073 Latent Dirichlet Allocation (LDA) in SageMaker.mp4 16.6 MB
03 Exploratory Data Analysis/032 Time Series Trends and Seasonality.mp4 16.3 MB
04 Modeling/071 Random Cut Forest in SageMaker.mp4 16.0 MB
04 Modeling/090 The Best of the Rest Other High-Level AWS Machine Learning Services.mp4 15.6 MB
04 Modeling/063 XGBoost in SageMaker.mp4 15.3 MB
04 Modeling/078 IP Insights in SageMaker.mp4 15.2 MB
02 Data Engineering/012 Kinesis Video Streams.mp4 14.1 MB
02 Data Engineering/021 AWS Data Pipelines.mp4 14.0 MB
04 Modeling/074 K-Nearest-Neighbors (KNN) in SageMaker.mp4 13.9 MB
02 Data Engineering/020 AWS Data Stores in Machine Learning.mp4 13.8 MB
04 Modeling/057 L1 and L2 Regularization.mp4 13.7 MB
02 Data Engineering/024 AWS Step Functions.mp4 13.4 MB
02 Data Engineering/014 Glue Data Catalog Crawlers.mp4 11.4 MB
05 ML Implementation and Operations/103 SageMaker Inference Pipelines.mp4 11.2 MB
04 Modeling/088 Amazon Forecast.mp4 11.1 MB
04 Modeling/092 Putting them All Together.mp4 11.0 MB
04 Modeling/053 Deep Learning on EC2 and EMR.mp4 10.6 MB
02 Data Engineering/016 Glue ETL.mp4 9.8 MB
06 Wrapping Up/111 Save 50 on your AWS Exam Cost.mp4 9.5 MB
02 Data Engineering/019 Lab 1 - Cleanup.mp4 9.5 MB
02 Data Engineering/023 AWS DMS - Database Migration Services.mp4 9.4 MB
06 Wrapping Up/107 Section Intro Wrapping Up.mp4 9.1 MB
02 Data Engineering/018 Lab 1.5 - Athena.mp4 8.7 MB
04 Modeling/084 Amazon Translate.mp4 8.6 MB
02 Data Engineering/022 AWS Batch.mp4 8.3 MB
06 Wrapping Up/112 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only.mp4 6.3 MB
02 Data Engineering/013 Kinesis ML Summary.mp4 5.1 MB
03 Exploratory Data Analysis/047 Lab Preparing Data for TF-IDF with Spark and EMR Part 3.en.srt 22.7 KB
05 ML Implementation and Operations/106 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 3.en.srt 21.2 KB
03 Exploratory Data Analysis/028 Python in Data Science and Machine Learning.en.srt 21.1 KB
04 Modeling/079 Reinforcement Learning in SageMaker.en.srt 20.5 KB
04 Modeling/051 Convolutional Neural Networks.en.srt 20.1 KB
04 Modeling/050 Activation Functions.en.srt 19.6 KB
05 ML Implementation and Operations/097 SageMakers Inner Details and Production Variants.en.srt 18.7 KB
05 ML Implementation and Operations/105 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 2.en.srt 18.1 KB
06 Wrapping Up/109 Test-Taking Strategies and What to Expect.en.srt 18.1 KB
03 Exploratory Data Analysis/029 Example Preparing Data for Machine Learning in a Jupyter Notebook.en.srt 17.7 KB
04 Modeling/052 Recurrent Neural Networks.en.srt 17.3 KB
03 Exploratory Data Analysis/037 Apache Spark on EMR.en.srt 15.0 KB
04 Modeling/094 Lab Tuning a Convolutional Neural Network on EC2 Part 2.en.srt 14.9 KB
04 Modeling/049 Introduction to Deep Learning.en.srt 14.8 KB
03 Exploratory Data Analysis/042 Handling Outliers.en.srt 14.7 KB
03 Exploratory Data Analysis/046 Lab Preparing Data for TF-IDF with Spark and EMR Part 2.en.srt 14.4 KB
02 Data Engineering/008 Kinesis Data Streams Kinesis Data Firehose.en.srt 14.3 KB
03 Exploratory Data Analysis/040 Imputing Missing Data.en.srt 14.1 KB
04 Modeling/061 Introducing Amazon SageMaker.en.srt 14.0 KB
03 Exploratory Data Analysis/043 Binning Transforming Encoding Scaling and Shuffling.en.srt 13.9 KB
04 Modeling/087 Amazon Rekognition.en.srt 13.4 KB
04 Modeling/093 Lab Tuning a Convolutional Neural Network on EC2 Part 1.en.srt 13.1 KB
07 Practice Exams/114 Bonus Lecture Get the Full 3-Hour Practice Exam.html 13.0 KB
03 Exploratory Data Analysis/039 Feature Engineering and the Curse of Dimensionality.en.srt 12.2 KB
02 Data Engineering/007 Amazon S3 Security.en.srt 12.2 KB
04 Modeling/055 Regularization Techniques for Neural Networks (Dropout Early Stopping).en.srt 12.1 KB
02 Data Engineering/011 Lab 1.2 - Kinesis Data Analytics.en.srt 11.9 KB
03 Exploratory Data Analysis/036 Elastic MapReduce (EMR) and Hadoop Overview.en.srt 11.4 KB
04 Modeling/059 Precision Recall F1 AUC and more.en.srt 11.1 KB
04 Modeling/095 Lab Tuning a Convolutional Neural Network on EC2 Part 3.en.srt 10.9 KB
04 Modeling/091 New ML Services for 2020.en.srt 10.7 KB
04 Modeling/082 SageMaker Studio and new SageMaker features for 2020.en.srt 10.6 KB
01 Introduction/002 Course Introduction What to Expect.en.srt 10.3 KB
04 Modeling/080 Automatic Model Tuning.en.srt 10.2 KB
03 Exploratory Data Analysis/045 Lab Preparing Data for TF-IDF with Spark and EMR Part 1.en.srt 10.1 KB
06 Wrapping Up/108 More Preparation Resources.en.srt 10.1 KB
04 Modeling/083 Amazon Comprehend.en.srt 10.0 KB
02 Data Engineering/009 Lab 1.1 - Kinesis Data Firehose.en.srt 9.8 KB
04 Modeling/086 Amazon Polly.en.srt 9.8 KB
04 Modeling/058 The Confusion Matrix.en.srt 9.8 KB
02 Data Engineering/017 Lab 1.4 - Glue ETL.en.srt 9.7 KB
03 Exploratory Data Analysis/031 Data Distributions.en.srt 9.5 KB
03 Exploratory Data Analysis/041 Dealing with Unbalanced Data.en.srt 9.5 KB
03 Exploratory Data Analysis/034 Overview of Amazon Quicksight.en.srt 9.5 KB
02 Data Engineering/025 Full Data Engineering Pipelines.en.srt 8.8 KB
05 ML Implementation and Operations/104 Lab Tuning Deploying and Predicting with Tensorflow on SageMaker - Part 1.en.srt 8.7 KB
02 Data Engineering/005 Amazon S3 - Overview.en.srt 8.5 KB
04 Modeling/066 BlazingText in SageMaker.en.srt 8.4 KB
04 Modeling/054 Tuning Neural Networks.en.srt 8.3 KB
04 Modeling/075 K-Means Clustering in SageMaker.en.srt 8.2 KB
03 Exploratory Data Analysis/033 Introduction to Amazon Athena.en.srt 8.0 KB
04 Modeling/062 Linear Learner in SageMaker.en.srt 7.9 KB
04 Modeling/056 Grief with Gradients The Vanishing Gradient problem.en.srt 7.8 KB
03 Exploratory Data Analysis/035 Types of Visualizations and When to Use Them.en.srt 7.7 KB
03 Exploratory Data Analysis/030 Types of Data.en.srt 7.7 KB
04 Modeling/067 Object2Vec in SageMaker.en.srt 7.7 KB
04 Modeling/064 Seq2Seq in SageMaker.en.srt 7.6 KB
03 Exploratory Data Analysis/044 Amazon SageMaker Ground Truth and Label Generation.en.srt 7.4 KB
02 Data Engineering/006 Amazon S3 - Storage Tiers Lifecycle Rules.en.srt 7.3 KB
05 ML Implementation and Operations/102 SageMaker Resource Management Elastic Inference Automatic Scaling AZs.en.srt 7.3 KB
05 ML Implementation and Operations/099 SageMaker Security Encryption at Rest and In Transit.en.srt 7.2 KB
02 Data Engineering/010 Kinesis Data Analytics.en.srt 7.1 KB
04 Modeling/085 Amazon Transcribe.en.srt 7.1 KB
04 Modeling/068 Object Detection in SageMaker.en.srt 7.1 KB
02 Data Engineering/015 Lab 1.3 - Glue Data Catalog.en.srt 7.1 KB
04 Modeling/077 Factorization Machines in SageMaker.en.srt 6.9 KB
04 Modeling/069 Image Classification in SageMaker.en.srt 6.8 KB
05 ML Implementation and Operations/098 SageMaker On the Edge SageMaker Neo and IoT Greengrass.en.srt 6.8 KB
04 Modeling/065 DeepAR in SageMaker.en.srt 6.7 KB
05 ML Implementation and Operations/100 SageMaker Security VPCs IAM Logging and Monitoring.en.srt 6.5 KB
03 Exploratory Data Analysis/032 Time Series Trends and Seasonality.en.srt 6.5 KB
04 Modeling/070 Semantic Segmentation in SageMaker.en.srt 6.3 KB
04 Modeling/060 Ensemble Methods Bagging and Boosting.en.srt 6.1 KB
03 Exploratory Data Analysis/038 EMR Notebooks Security and Instance Types.en.srt 5.7 KB
05 ML Implementation and Operations/101 SageMaker Resource Management Instance Types and Spot Training.en.srt 5.7 KB
04 Modeling/076 Principal Component Analysis (PCA) in SageMaker.en.srt 5.5 KB
04 Modeling/081 Apache Spark with SageMaker.en.srt 5.5 KB
04 Modeling/072 Neural Topic Model in SageMaker.en.srt 5.4 KB
02 Data Engineering/020 AWS Data Stores in Machine Learning.en.srt 5.4 KB
04 Modeling/073 Latent Dirichlet Allocation (LDA) in SageMaker.en.srt 5.3 KB
04 Modeling/089 Amazon Lex.en.srt 4.9 KB
02 Data Engineering/024 AWS Step Functions.en.srt 4.9 KB
04 Modeling/057 L1 and L2 Regularization.en.srt 4.9 KB
04 Modeling/071 Random Cut Forest in SageMaker.en.srt 4.9 KB
04 Modeling/078 IP Insights in SageMaker.en.srt 4.8 KB
04 Modeling/074 K-Nearest-Neighbors (KNN) in SageMaker.en.srt 4.8 KB
02 Data Engineering/012 Kinesis Video Streams.en.srt 4.8 KB
04 Modeling/063 XGBoost in SageMaker.en.srt 4.6 KB
04 Modeling/090 The Best of the Rest Other High-Level AWS Machine Learning Services.en.srt 4.6 KB
02 Data Engineering/021 AWS Data Pipelines.en.srt 4.5 KB
02 Data Engineering/014 Glue Data Catalog Crawlers.en.srt 4.2 KB
01 Introduction/001 Udemy 101.en.srt 3.9 KB
04 Modeling/084 Amazon Translate.en.srt 3.5 KB
04 Modeling/092 Putting them All Together.en.srt 3.5 KB
02 Data Engineering/016 Glue ETL.en.srt 3.5 KB
01 Introduction/003 Get the Course Materials.en.srt 3.3 KB
02 Data Engineering/023 AWS DMS - Database Migration Services.en.srt 3.1 KB
02 Data Engineering/022 AWS Batch.en.srt 3.0 KB
04 Modeling/048 Section Intro Modeling.en.srt 3.0 KB
06 Wrapping Up/111 Save 50 on your AWS Exam Cost.en.srt 2.9 KB
02 Data Engineering/026 Data Engineering Summary.html 2.9 KB
04 Modeling/088 Amazon Forecast.en.srt 2.8 KB
07 Practice Exams/113 THANK YOU.en.srt 2.7 KB
05 ML Implementation and Operations/103 SageMaker Inference Pipelines.en.srt 2.6 KB
02 Data Engineering/019 Lab 1 - Cleanup.en.srt 2.6 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 2.3 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 1.8 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

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