Filename Size 01 - Introduction/001 Udemy 101.mp4 17.4 MB 01 - Introduction/001 Udemy 101_en.vtt 3.5 KB 01 - Introduction/002 Course Introduction What to Expect.mp4 78.2 MB 01 - Introduction/002 Course Introduction What to Expect_en.vtt 9.4 KB 01 - Introduction/003 Get the Course Materials.mp4 8 MB 01 - Introduction/003 Get the Course Materials_en.vtt 3 KB 01 - Introduction/external-links.txt 105 B 02 - Data Engineering/001 Section Intro Data Engineering.mp4 15.2 MB 02 - Data Engineering/001 Section Intro Data Engineering_en.vtt 1017 B 02 - Data Engineering/002 Amazon S3 - Overview.mp4 24.4 MB 02 - Data Engineering/002 Amazon S3 - Overview_en.vtt 7.7 KB 02 - Data Engineering/003 Amazon S3 Storage Classes + Glacier.mp4 12.7 MB 02 - Data Engineering/003 Amazon S3 Storage Classes + Glacier_en.vtt 11.9 KB 02 - Data Engineering/004 Amazon S3 Storage + Glacier - Hands On.mp4 20.6 MB 02 - Data Engineering/004 Amazon S3 Storage + Glacier - Hands On_en.vtt 7 KB 02 - Data Engineering/005 Amazon S3 Lifecycle Rules.mp4 11.2 MB 02 - Data Engineering/005 Amazon S3 Lifecycle Rules_en.vtt 11 KB 02 - Data Engineering/006 Amazon S3 Lifecycle Rules - Hands On.mp4 13.9 MB 02 - Data Engineering/006 Amazon S3 Lifecycle Rules - Hands On_en.vtt 5.8 KB 02 - Data Engineering/007 Amazon S3 Security.mp4 23 MB 02 - Data Engineering/007 Amazon S3 Security_en.vtt 11.1 KB 02 - Data Engineering/008 Kinesis Data Streams & Kinesis Data Firehose.mp4 23.1 MB 02 - Data Engineering/008 Kinesis Data Streams & Kinesis Data Firehose_en.vtt 23.4 KB 02 - Data Engineering/009 Lab 1.1 - Kinesis Data Firehose.mp4 40.2 MB 02 - Data Engineering/009 Lab 1.1 - Kinesis Data Firehose_en.vtt 11.1 KB 02 - Data Engineering/010 Kinesis Data Analytics.mp4 10 MB 02 - Data Engineering/010 Kinesis Data Analytics_en.vtt 6.4 KB 02 - Data Engineering/011 Lab 1.2 - Kinesis Data Analytics.mp4 75.2 MB 02 - Data Engineering/011 Lab 1.2 - Kinesis Data Analytics_en.vtt 15 KB 02 - Data Engineering/012 Kinesis Video Streams.mp4 6.5 MB 02 - Data Engineering/012 Kinesis Video Streams_en.vtt 4.4 KB 02 - Data Engineering/013 Kinesis ML Summary.mp4 2.4 MB 02 - Data Engineering/013 Kinesis ML Summary_en.vtt 3.4 KB 02 - Data Engineering/014 Glue Data Catalog & Crawlers.mp4 5.4 MB 02 - Data Engineering/014 Glue Data Catalog & Crawlers_en.vtt 3.8 KB 02 - Data Engineering/015 Lab 1.3 - Glue Data Catalog.mp4 13.9 MB 02 - Data Engineering/015 Lab 1.3 - Glue Data Catalog_en.vtt 6.4 KB 02 - Data Engineering/016 Glue ETL.mp4 4.6 MB 02 - Data Engineering/016 Glue ETL_en.vtt 3.2 KB 02 - Data Engineering/017 Lab 1.4 - Glue ETL.mp4 23.1 MB 02 - Data Engineering/017 Lab 1.4 - Glue ETL_en.vtt 8.6 KB 02 - Data Engineering/018 Lab 1.5 - Athena.mp4 4.5 MB 02 - Data Engineering/018 Lab 1.5 - Athena_en.vtt 2.1 KB 02 - Data Engineering/019 Lab 1 - Cleanup.mp4 8.3 MB 02 - Data Engineering/019 Lab 1 - Cleanup_en.vtt 2.4 KB 02 - Data Engineering/020 AWS Data Stores in Machine Learning.mp4 6.7 MB 02 - Data Engineering/020 AWS Data Stores in Machine Learning_en.vtt 6.5 KB 02 - Data Engineering/021 AWS Data Pipelines.mp4 6.2 MB 02 - Data Engineering/021 AWS Data Pipelines_en.vtt 4.1 KB 02 - Data Engineering/022 AWS Batch.mp4 4 MB 02 - Data Engineering/022 AWS Batch_en.vtt 2.8 KB 02 - Data Engineering/023 AWS DMS - Database Migration Services.mp4 4.4 MB 02 - Data Engineering/023 AWS DMS - Database Migration Services_en.vtt 2.9 KB 02 - Data Engineering/024 AWS Step Functions.mp4 6.6 MB 02 - Data Engineering/024 AWS Step Functions_en.vtt 4.5 KB 02 - Data Engineering/025 Full Data Engineering Pipelines.mp4 11 MB 02 - Data Engineering/025 Full Data Engineering Pipelines_en.vtt 7.8 KB 02 - Data Engineering/026 Data Engineering Summary.html 2 KB 03 - Exploratory Data Analysis/001 Section Intro Data Analysis.mp4 14.1 MB 03 - Exploratory Data Analysis/001 Section Intro Data Analysis_en.vtt 1.8 KB 03 - Exploratory Data Analysis/002 Python in Data Science and Machine Learning.mp4 23.4 MB 03 - Exploratory Data Analysis/002 Python in Data Science and Machine Learning_en.vtt 19.3 KB 03 - Exploratory Data Analysis/003 DeepLearningProject-Solution.ipynb 41.2 KB 03 - Exploratory Data Analysis/003 Example Preparing Data for Machine Learning in a Jupyter Notebook.mp4 73 MB 03 - Exploratory Data Analysis/003 Example Preparing Data for Machine Learning in a Jupyter Notebook_en.vtt 16.2 KB 03 - Exploratory Data Analysis/004 Types of Data.mp4 22.2 MB 03 - Exploratory Data Analysis/004 Types of Data_en.vtt 7 KB 03 - Exploratory Data Analysis/005 Data Distributions.mp4 22.4 MB 03 - Exploratory Data Analysis/005 Data Distributions_en.vtt 8.7 KB 03 - Exploratory Data Analysis/006 Time Series Trends and Seasonality.mp4 8.2 MB 03 - Exploratory Data Analysis/006 Time Series Trends and Seasonality_en.vtt 11.8 KB 03 - Exploratory Data Analysis/007 Introduction to Amazon Athena.mp4 11.4 MB 03 - Exploratory Data Analysis/007 Introduction to Amazon Athena_en.vtt 7.3 KB 03 - Exploratory Data Analysis/008 Overview of Amazon Quicksight.mp4 27.5 MB 03 - Exploratory Data Analysis/008 Overview of Amazon Quicksight_en.vtt 8.7 KB 03 - Exploratory Data Analysis/009 Types of Visualizations, and When to Use Them.mp4 11.2 MB 03 - Exploratory Data Analysis/009 Types of Visualizations, and When to Use Them_en.vtt 7.1 KB 03 - Exploratory Data Analysis/010 Elastic MapReduce (EMR) and Hadoop Overview.mp4 16 MB 03 - Exploratory Data Analysis/010 Elastic MapReduce (EMR) and Hadoop Overview_en.vtt 10.4 KB 03 - Exploratory Data Analysis/011 Apache Spark on EMR.mp4 17.5 MB 03 - Exploratory Data Analysis/011 Apache Spark on EMR_en.vtt 13.8 KB 03 - Exploratory Data Analysis/012 EMR Notebooks, Security, and Instance Types.mp4 10.4 MB 03 - Exploratory Data Analysis/012 EMR Notebooks, Security, and Instance Types_en.vtt 5.3 KB 03 - Exploratory Data Analysis/013 Feature Engineering and the Curse of Dimensionality.mp4 22.4 MB 03 - Exploratory Data Analysis/013 Feature Engineering and the Curse of Dimensionality_en.vtt 11.2 KB 03 - Exploratory Data Analysis/014 Imputing Missing Data.mp4 53.3 MB 03 - Exploratory Data Analysis/014 Imputing Missing Data_en.vtt 12.9 KB 03 - Exploratory Data Analysis/015 Dealing with Unbalanced Data.mp4 19.5 MB 03 - Exploratory Data Analysis/015 Dealing with Unbalanced Data_en.vtt 8.7 KB 03 - Exploratory Data Analysis/016 Handling Outliers.mp4 38.3 MB 03 - Exploratory Data Analysis/016 Handling Outliers_en.vtt 13.2 KB 03 - Exploratory Data Analysis/017 Binning, Transforming, Encoding, Scaling, and Shuffling.mp4 40.2 MB 03 - Exploratory Data Analysis/017 Binning, Transforming, Encoding, Scaling, and Shuffling_en.vtt 12.7 KB 03 - Exploratory Data Analysis/018 Amazon SageMaker Ground Truth and Label Generation.mp4 16.7 MB 03 - Exploratory Data Analysis/018 Amazon SageMaker Ground Truth and Label Generation_en.vtt 11.9 KB
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