[FreeCoursesOnline Me] A Cloud Guru - AWS Certified Machine Learning - Specialty 2020
File List
| File | Size |
|---|---|
| 0. Websites you may like/0. (1Hack.Us) Premium Tutorials-Guides-Articles _ Community based Forum.url | 377 B |
| 0. Websites you may like/1. (FreeCoursesOnline.Me) Download Udacity, Masterclass, Lynda, PHLearn, Pluralsight Free.url | 286 B |
| 0. Websites you may like/3. (FTUApps.com) Download Cracked Developers Applications For Free.url | 239 B |
| 0. Websites you may like/How you can help our Group!.txt | 208 B |
| 01 Introduction/001 Course Introduction.mp4 | 24.84 MB |
| 01 Introduction/002 About The Exam.mp4 | 23.22 MB |
| 01 Introduction/002 Exam Blueprint.pdf | 543.16 KB |
| 01 Introduction/003 About This Course.mp4 | 30.43 MB |
| 02 Data Collection/001 Introduction.mp4 | 5.57 MB |
| 02 Data Collection/002 Concepts.mp4 | 37.07 MB |
| 02 Data Collection/003 General Data Terminology.mp4 | 30.28 MB |
| 02 Data Collection/004 Image Net Data.txt | 26 B |
| 02 Data Collection/004 MNIST Data.txt | 34 B |
| 02 Data Collection/004 Machine Learning Data Terminology.mp4 | 57.19 MB |
| 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 | 23.56 MB |
| 02 Data Collection/006 AWS Glue Classifiers.html | 42.97 KB |
| 02 Data Collection/006 AWS Migration Tools.mp4 | 27.77 MB |
| 02 Data Collection/006 DMS Release Review.txt | 51 B |
| 02 Data Collection/006 Data Pipeline Activities.html | 12.18 KB |
| 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 | 14.97 MB |
| 02 Data Collection/008 Whitepaper - AWS Database Migration Service Best Practices.pdf | 583.43 KB |
| 02 Data Collection/008 Whitepaper - Big Data Aanlytics Options on AWS.pdf | 757.16 KB |
| 02 Data Collection/008 Whitepaper - Data Warehousing on AWS.pdf | 350.73 KB |
| 02 Data Collection/008 Whitepaper - Migrating to Apache HBase on Amazon S3 on Amazon EMR.pdf | 809.49 KB |
| 02 Data Collection/008 Whitepaper - Sizing Cloud Data Warehouses.pdf | 367.93 KB |
| 03 Streaming Data Collection/001 Introduction.mp4 | 1.6 MB |
| 03 Streaming Data Collection/002 AWS Open Data Registry.txt | 31 B |
| 03 Streaming Data Collection/002 Concepts.mp4 | 33.43 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 | 28.44 KB |
| 03 Streaming Data Collection/003 Kinesis Data Streams.mp4 | 45.56 MB |
| 03 Streaming Data Collection/004 Kinesis Firehose.mp4 | 17.04 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 | 21.88 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 | 11.82 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 | 21.52 MB |
| 03 Streaming Data Collection/007 Exam Tips.mp4 | 6.85 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 | 1.11 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 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 | 125.52 MB |
| 03 Streaming Data Collection/008 httpsrandomuser.txt | 23 B |
| 04 Data Preparation/001 Introduction.mp4 | 1.62 MB |
| 04 Data Preparation/002 Concepts.mp4 | 21.6 MB |
| 04 Data Preparation/003 Categorical Encoding.mp4 | 32.79 MB |
| 04 Data Preparation/004 Text Feature Engineering.mp4 | 58.54 MB |
| 04 Data Preparation/004 tf-idf Vectorizer.html | 53.82 KB |
| 04 Data Preparation/005 Numeric Feature Engineering.mp4 | 23.75 MB |
| 04 Data Preparation/005 scikit-learn MinMaxScaler (Normalization).html | 38.21 KB |
| 04 Data Preparation/005 scikit-learn StandardScaler (Standardization).html | 48.97 KB |
| 04 Data Preparation/006 Common Dataset Formats.html | 29.84 KB |
| 04 Data Preparation/006 MNIST datasets.txt | 34 B |
| 04 Data Preparation/006 Other Feature Engineering.mp4 | 27.02 MB |
| 04 Data Preparation/007 Handling Missing Values.mp4 | 15.25 MB |
| 04 Data Preparation/008 Feature Selection.mp4 | 11.29 MB |
| 04 Data Preparation/009 AWS Glue - How it works.html | 19.04 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 | 53.39 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 | 26.68 MB |
| 04 Data Preparation/010 Whitepaper - Power Machine Learning at Scale.pdf | 654.93 KB |
| 04 Data Preparation/011 Age Groupings Query.txt | 117 B |
| 04 Data Preparation/011 Data Preparation Lab.mp4 | 103.95 MB |
| 04 Data Preparation/011 Gender Percentages Query.txt | 122 B |
| 04 Data Preparation/011 Gender mapping pyspark code.py | 117 B |
| 04 Data Preparation/011 Most Common Ages Query.txt | 120 B |
| 04 Data Preparation/011 User Data (user-data).txt | 109 B |
| 05 Data Analysis and Visualization/001 Introduction.mp4 | 2.99 MB |
| 05 Data Analysis and Visualization/002 Concepts.mp4 | 16.66 MB |
| 05 Data Analysis and Visualization/002 Gapminder Tool.txt | 33 B |
| 05 Data Analysis and Visualization/003 Relationships.mp4 | 20.08 MB |
| 05 Data Analysis and Visualization/004 Comparisons.mp4 | 13.32 MB |
| 05 Data Analysis and Visualization/005 Distributions.mp4 | 19.5 MB |
| 05 Data Analysis and Visualization/006 Compositions.mp4 | 9.61 MB |
| 05 Data Analysis and Visualization/007 Choosing A Visualization.mp4 | 20.98 MB |
| 05 Data Analysis and Visualization/008 AWS reInvent 2018 Introducing ML Insights with Amazon QuickSight.txt | 44 B |
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