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A Cloud Guru - MLS - AWS.Certified.Machine.Learning.Specialty.2019

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2.6 GB
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File list
  • A Cloud Guru - MLS - AWS.Certified.Machine.Learning.Specialty.2019
  • 01 Introduction/001 Course Introduction.mp4 16.3 MB
  • 01 Introduction/002 About The Exam.mp4 18.5 MB
  • 01 Introduction/002 Exam Blueprint.pdf 543.2 KB
  • 01 Introduction/003 About This Course.mp4 24.5 MB
  • 02 Data Collection/001 Introduction.mp4 5.5 MB
  • 02 Data Collection/002 Concepts.mp4 37.1 MB
  • 02 Data Collection/003 General Data Terminology.mp4 30.3 MB
  • 02 Data Collection/004 Image Net Data.txt 26 B
  • 02 Data Collection/004 Machine Learning Data Terminology.mp4 57.2 MB
  • 02 Data Collection/004 MNIST Data.txt 34 B
  • 02 Data Collection/004 Technobabble.txt 43 B
  • 02 Data Collection/004 Turboencabulator Video.txt 44 B
  • 02 Data Collection/005 AWS Data Stores.mp4 23.6 MB
  • 02 Data Collection/006 AWS Glue Classifiers.html 40.3 KB
  • 02 Data Collection/006 AWS Migration Tools.mp4 27.8 MB
  • 02 Data Collection/006 Data Pipeline Activities.html 15.6 KB
  • 02 Data Collection/006 DMS Release Review.txt 51 B
  • 02 Data Collection/007 AWS Helper Tools.mp4 12.2 MB
  • 02 Data Collection/008 AWS reInvent 2018 Effective Data Lakes Challenges and Design Patterns.txt 44 B
  • 02 Data Collection/008 AWS reInvent 2018 Modern Cloud Data Warehousing.txt 44 B
  • 02 Data Collection/008 Build a Data Lake Foundation with AWS Glue and Amazon S3.txt 96 B
  • 02 Data Collection/008 Exam Tips.mp4 15 MB
  • 02 Data Collection/008 Whitepaper - AWS Database Migration Service Best Practices.pdf 583.4 KB
  • 02 Data Collection/008 Whitepaper - Big Data Aanlytics Options on AWS.pdf 757.2 KB
  • 02 Data Collection/008 Whitepaper - Data Warehousing on AWS.pdf 350.7 KB
  • 02 Data Collection/008 Whitepaper - Migrating to Apache HBase on Amazon S3 on Amazon EMR.pdf 809.5 KB
  • 02 Data Collection/008 Whitepaper - Sizing Cloud Data Warehouses.pdf 367.9 KB
  • 03 Streaming Data Collection/001 Introduction.mp4 1.3 MB
  • 03 Streaming Data Collection/002 AWS Open Data Registry.txt 31 B
  • 03 Streaming Data Collection/002 Concepts.mp4 33.4 MB
  • 03 Streaming Data Collection/002 Googles Big Query.txt 35 B
  • 03 Streaming Data Collection/002 Kaggle.txt 24 B
  • 03 Streaming Data Collection/002 UCI Machine Learning Repository.txt 29 B
  • 03 Streaming Data Collection/003 AWS reInvent 2018 High Performance Data Streaming with Amazon Kinesis Best Practices.txt 44 B
  • 03 Streaming Data Collection/003 Kinesis Data Streams Key Concepts.html 27.9 KB
  • 03 Streaming Data Collection/003 Kinesis Data Streams.mp4 45.6 MB
  • 03 Streaming Data Collection/004 Kinesis Firehose.mp4 16.6 MB
  • 03 Streaming Data Collection/004 Streaming ETL for Data Lakes using Amazon Kinesis Firehose.txt 44 B
  • 03 Streaming Data Collection/004 What Is Amazon Kinesis Data Firehose.html 22.8 KB
  • 03 Streaming Data Collection/005 Analyze live video at scale in real time using Amazon Kinesis Video Streams and Amazon SageMaker.txt 144 B
  • 03 Streaming Data Collection/005 Deep Dive - Amazon Kinesis Video Streams.txt 44 B
  • 03 Streaming Data Collection/005 Kinesis Video Streams.mp4 11.8 MB
  • 03 Streaming Data Collection/006 Analyzing Data Streams in Real Time with Amazon Kinesis.txt 44 B
  • 03 Streaming Data Collection/006 Create real-time clickstream sessions and run analytics with Amazon Kinesis Data Analytics AWS Glue and Amazon Athena.txt 157 B
  • 03 Streaming Data Collection/006 Joining and Enriching Streaming Data on Amazon Kinesis.txt 94 B
  • 03 Streaming Data Collection/006 Kinesis Data Analytics.mp4 21.5 MB
  • 03 Streaming Data Collection/007 Exam Tips.mp4 6.8 MB
  • 03 Streaming Data Collection/007 Real-Time Machine Learning Using Amazon Kinesis.txt 44 B
  • 03 Streaming Data Collection/007 WHITEPAPER - Streaming Data Solutions on AWS with Amazon Kinesis.pdf 1.1 MB
  • 03 Streaming Data Collection/008 CloudFormation Template (setup data producer).txt 123 B
  • 03 Streaming Data Collection/008 Create Subset Transformation Query.txt 138 B
  • 03 Streaming Data Collection/008 httpsrandomuser.txt 23 B
  • 03 Streaming Data Collection/008 Lambda function (add-newline-function).txt 108 B
  • 03 Streaming Data Collection/008 PutRecord Python program.py 128 B
  • 03 Streaming Data Collection/008 Streaming Data Collection Lab.mp4 125.5 MB
  • 04 Data Preparation/001 Introduction.mp4 1.6 MB
  • 04 Data Preparation/002 Concepts.mp4 21.6 MB
  • 04 Data Preparation/003 Categorical Encoding.mp4 32.8 MB
  • 04 Data Preparation/004 Text Feature Engineering.mp4 58.5 MB
  • 04 Data Preparation/004 tf-idf Vectorizer.html 48.5 KB
  • 04 Data Preparation/005 Numeric Feature Engineering.mp4 23.7 MB
  • 04 Data Preparation/005 scikit-learn MinMaxScaler (Normalization).html 33.5 KB
  • 04 Data Preparation/005 scikit-learn StandardScaler (Standardization).html 43.5 KB
  • 04 Data Preparation/006 Common Dataset Formats.html 31 KB
  • 04 Data Preparation/006 MNIST datasets.txt 34 B
  • 04 Data Preparation/006 Other Feature Engineering.mp4 27 MB
  • 04 Data Preparation/007 Handling Missing Values.mp4 15.3 MB
  • 04 Data Preparation/008 Feature Selection.mp4 11.3 MB
  • 04 Data Preparation/009 AWS Glue - How it works.html 21.2 KB
  • 04 Data Preparation/009 AWS Glue Release Review.txt 51 B
  • 04 Data Preparation/009 AWS reInvent 2018 Integrate Amazon SageMaker with Apache Spark.txt 44 B
  • 04 Data Preparation/009 Getting Started with AWS Glue ETL.txt 44 B
  • 04 Data Preparation/009 Helper Tools.mp4 53.4 MB
  • 04 Data Preparation/009 Using Apache Spark with Amazon SageMaker - AWS Online Tech Talks.txt 44 B
  • 04 Data Preparation/009 What is AWS Glue.txt 44 B
  • 04 Data Preparation/010 AWS reInvent 2018 Building Serverless Analytics Pipelines with AWS Glue.txt 44 B
  • 04 Data Preparation/010 AWS reInvent 2018 Integrate Amazon SageMaker with Apache Spark.txt 88 B
  • 04 Data Preparation/010 Build a Data Lake Foundation with AWS Glue and Amazon S3.txt 96 B
  • 04 Data Preparation/010 Building Serverless ETL Pipelines with AWS Glue.txt 44 B
  • 04 Data Preparation/010 Exam Tips.mp4 26.9 MB
  • 04 Data Preparation/011 Age Groupings Query.txt 117 B
  • 04 Data Preparation/011 Data Preparation Lab.mp4 104 MB
  • 04 Data Preparation/011 Gender mapping pyspark code.py 117 B
  • 04 Data Preparation/011 Gender Percentages Query.txt 122 B
  • 04 Data Preparation/011 Most Common Ages Query.txt 21 B
  • 04 Data Preparation/011 User Data (user-data).txt 109 B
  • 05 Data Analysis and Visualization/001 Introduction.mp4 3 MB
  • 05 Data Analysis and Visualization/002 Concepts.mp4 16.7 MB
  • 05 Data Analysis and Visualization/002 Gapminder Tool.txt 33 B
  • 05 Data Analysis and Visualization/003 Relationships.mp4 20.1 MB
  • 05 Data Analysis and Visualization/004 Comparisons.mp4 13.3 MB
  • 05 Data Analysis and Visualization/005 Distributions.mp4 19.5 MB
  • 05 Data Analysis and Visualization/006 Compositions.mp4 9.6 MB
  • 05 Data Analysis and Visualization/007 Choosing A Visualization.mp4 21 MB
  • 05 Data Analysis and Visualization/008 Amazon QuickSight Announces General Availability of ML Insights.txt 103 B
  • 05 Data Analysis and Visualization/008 AWS reInvent 2018 Introducing ML Insights with Amazon QuickSight.txt 44 B
  • 05 Data Analysis and Visualization/008 Exam Tips.mp4 7.7 MB
  • 05 Data Analysis and Visualization/008 Matplotlib Python Library.txt 24 B
  • 05 Data Analysis and Visualization/009 Box Plot Jupyter Notebook (box-plot-example.txt 122 B

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