[FreeCourseSite com] Udemy - AWS Certified Machine Learning Specialty 2023 - Hands On!
File List
| File | Size |
|---|---|
| 0. Websites you may like/[CourseClub.Me].url | 122 B |
| 0. Websites you may like/[FreeCourseSite.com].url | 127 B |
| 0. Websites you may like/[GigaCourse.Com].url | 49 B |
| 01 - Introduction/001 Udemy 101.mp4 | 17.44 MB |
| 01 - Introduction/001 Udemy 101_en.vtt | 3.55 KB |
| 01 - Introduction/002 Course Introduction What to Expect.mp4 | 78.16 MB |
| 01 - Introduction/002 Course Introduction What to Expect_en.vtt | 9.42 KB |
| 01 - Introduction/003 Course-materials-page.url | 101 B |
| 01 - Introduction/003 Get the Course Materials.mp4 | 7.97 MB |
| 01 - Introduction/003 Get the Course Materials_en.vtt | 2.98 KB |
| 01 - Introduction/external-links.txt | 105 B |
| 02 - Data Engineering/001 Section Intro Data Engineering.mp4 | 15.18 MB |
| 02 - Data Engineering/001 Section Intro Data Engineering_en.vtt | 1017 B |
| 02 - Data Engineering/002 Amazon S3 - Overview.mp4 | 24.38 MB |
| 02 - Data Engineering/002 Amazon S3 - Overview_en.vtt | 7.73 KB |
| 02 - Data Engineering/003 Amazon S3 Storage Classes + Glacier.mp4 | 12.67 MB |
| 02 - Data Engineering/003 Amazon S3 Storage Classes + Glacier_en.vtt | 11.94 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 | 11.19 MB |
| 02 - Data Engineering/005 Amazon S3 Lifecycle Rules_en.vtt | 11.04 KB |
| 02 - Data Engineering/006 Amazon S3 Lifecycle Rules - Hands On.mp4 | 13.88 MB |
| 02 - Data Engineering/006 Amazon S3 Lifecycle Rules - Hands On_en.vtt | 5.76 KB |
| 02 - Data Engineering/007 Amazon S3 Security.mp4 | 23.03 MB |
| 02 - Data Engineering/007 Amazon S3 Security_en.vtt | 11.08 KB |
| 02 - Data Engineering/008 Kinesis Data Streams & Kinesis Data Firehose.mp4 | 23.13 MB |
| 02 - Data Engineering/008 Kinesis Data Streams & Kinesis Data Firehose_en.vtt | 23.37 KB |
| 02 - Data Engineering/009 Lab 1.1 - Kinesis Data Firehose.mp4 | 40.25 MB |
| 02 - Data Engineering/009 Lab 1.1 - Kinesis Data Firehose_en.vtt | 11.08 KB |
| 02 - Data Engineering/010 Kinesis Data Analytics.mp4 | 10.02 MB |
| 02 - Data Engineering/010 Kinesis Data Analytics_en.vtt | 6.44 KB |
| 02 - Data Engineering/011 Lab 1.2 - Kinesis Data Analytics.mp4 | 75.23 MB |
| 02 - Data Engineering/011 Lab 1.2 - Kinesis Data Analytics_en.vtt | 15.04 KB |
| 02 - Data Engineering/012 Kinesis Video Streams.mp4 | 6.53 MB |
| 02 - Data Engineering/012 Kinesis Video Streams_en.vtt | 4.37 KB |
| 02 - Data Engineering/013 Kinesis ML Summary.mp4 | 2.45 MB |
| 02 - Data Engineering/013 Kinesis ML Summary_en.vtt | 3.35 KB |
| 02 - Data Engineering/014 Glue Data Catalog & Crawlers.mp4 | 5.41 MB |
| 02 - Data Engineering/014 Glue Data Catalog & Crawlers_en.vtt | 3.81 KB |
| 02 - Data Engineering/015 Lab 1.3 - Glue Data Catalog.mp4 | 13.93 MB |
| 02 - Data Engineering/015 Lab 1.3 - Glue Data Catalog_en.vtt | 6.36 KB |
| 02 - Data Engineering/016 Glue ETL.mp4 | 4.57 MB |
| 02 - Data Engineering/016 Glue ETL_en.vtt | 3.18 KB |
| 02 - Data Engineering/017 Lab 1.4 - Glue ETL.mp4 | 23.08 MB |
| 02 - Data Engineering/017 Lab 1.4 - Glue ETL_en.vtt | 8.61 KB |
| 02 - Data Engineering/018 Lab 1.5 - Athena.mp4 | 4.52 MB |
| 02 - Data Engineering/018 Lab 1.5 - Athena_en.vtt | 2.11 KB |
| 02 - Data Engineering/019 Lab 1 - Cleanup.mp4 | 8.28 MB |
| 02 - Data Engineering/019 Lab 1 - Cleanup_en.vtt | 2.41 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 | 6.46 KB |
| 02 - Data Engineering/021 AWS Data Pipelines.mp4 | 6.19 MB |
| 02 - Data Engineering/021 AWS Data Pipelines_en.vtt | 4.07 KB |
| 02 - Data Engineering/022 AWS Batch.mp4 | 3.97 MB |
| 02 - Data Engineering/022 AWS Batch_en.vtt | 2.78 KB |
| 02 - Data Engineering/023 AWS DMS - Database Migration Services.mp4 | 4.35 MB |
| 02 - Data Engineering/023 AWS DMS - Database Migration Services_en.vtt | 2.92 KB |
| 02 - Data Engineering/024 AWS Step Functions.mp4 | 6.57 MB |
| 02 - Data Engineering/024 AWS Step Functions_en.vtt | 4.47 KB |
| 02 - Data Engineering/025 Full Data Engineering Pipelines.mp4 | 11.01 MB |
| 02 - Data Engineering/025 Full Data Engineering Pipelines_en.vtt | 7.8 KB |
| 02 - Data Engineering/026 Data Engineering Summary.html | 2.04 KB |
| 03 - Exploratory Data Analysis/001 Section Intro Data Analysis.mp4 | 14.06 MB |
| 03 - Exploratory Data Analysis/001 Section Intro Data Analysis_en.vtt | 1.84 KB |
| 03 - Exploratory Data Analysis/002 Python in Data Science and Machine Learning.mp4 | 23.38 MB |
| 03 - Exploratory Data Analysis/002 Python in Data Science and Machine Learning_en.vtt | 19.29 KB |
| 03 - Exploratory Data Analysis/003 DeepLearningProject-Solution.ipynb | 41.19 KB |
| 03 - Exploratory Data Analysis/003 Example Preparing Data for Machine Learning in a Jupyter Notebook.mp4 | 72.98 MB |
| 03 - Exploratory Data Analysis/003 Example Preparing Data for Machine Learning in a Jupyter Notebook_en.vtt | 16.19 KB |
| 03 - Exploratory Data Analysis/004 Types of Data.mp4 | 22.22 MB |
| 03 - Exploratory Data Analysis/004 Types of Data_en.vtt | 7.04 KB |
| 03 - Exploratory Data Analysis/005 Data Distributions.mp4 | 22.37 MB |
| 03 - Exploratory Data Analysis/005 Data Distributions_en.vtt | 8.72 KB |
| 03 - Exploratory Data Analysis/006 Time Series Trends and Seasonality.mp4 | 8.22 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 | 11.44 MB |
| 03 - Exploratory Data Analysis/007 Introduction to Amazon Athena_en.vtt | 7.26 KB |
| 03 - Exploratory Data Analysis/008 Overview of Amazon Quicksight.mp4 | 27.53 MB |
| 03 - Exploratory Data Analysis/008 Overview of Amazon Quicksight_en.vtt | 8.65 KB |
| 03 - Exploratory Data Analysis/009 Types of Visualizations, and When to Use Them.mp4 | 11.16 MB |
| 03 - Exploratory Data Analysis/009 Types of Visualizations, and When to Use Them_en.vtt | 7.11 KB |
| 03 - Exploratory Data Analysis/010 Elastic MapReduce (EMR) and Hadoop Overview.mp4 | 15.96 MB |
| 03 - Exploratory Data Analysis/010 Elastic MapReduce (EMR) and Hadoop Overview_en.vtt | 10.36 KB |
| 03 - Exploratory Data Analysis/011 Apache Spark on EMR.mp4 | 17.47 MB |
| 03 - Exploratory Data Analysis/011 Apache Spark on EMR_en.vtt | 13.84 KB |
| 03 - Exploratory Data Analysis/012 EMR Notebooks, Security, and Instance Types.mp4 | 10.37 MB |
| 03 - Exploratory Data Analysis/012 EMR Notebooks, Security, and Instance Types_en.vtt | 5.29 KB |
| 03 - Exploratory Data Analysis/013 Feature Engineering and the Curse of Dimensionality.mp4 | 22.39 MB |
| 03 - Exploratory Data Analysis/013 Feature Engineering and the Curse of Dimensionality_en.vtt | 11.15 KB |
| 03 - Exploratory Data Analysis/014 Imputing Missing Data.mp4 | 53.29 MB |
| 03 - Exploratory Data Analysis/014 Imputing Missing Data_en.vtt | 12.92 KB |
| 03 - Exploratory Data Analysis/015 Dealing with Unbalanced Data.mp4 | 19.45 MB |
| 03 - Exploratory Data Analysis/015 Dealing with Unbalanced Data_en.vtt | 8.7 KB |
| 03 - Exploratory Data Analysis/016 Handling Outliers.mp4 | 38.32 MB |
| 03 - Exploratory Data Analysis/016 Handling Outliers_en.vtt | 13.23 KB |
| 03 - Exploratory Data Analysis/017 Binning, Transforming, Encoding, Scaling, and Shuffling.mp4 | 40.25 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 | 16.71 MB |
| 03 - Exploratory Data Analysis/018 Amazon SageMaker Ground Truth and Label Generation_en.vtt | 11.89 KB |
| 03 - Exploratory Data Analysis/019 Lab Preparing Data for TF-IDF with Spark and EMR, Part 1.mp4 | 30.49 MB |
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