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