03 - Exploratory Data Analysis

Exam / AWS / MLS-C01 / Whizlabs

[MLS-C01] [Exploratory Data Analysis] Introduction

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Basic data analysis concepts and terminology Kinesis Data Streams Kinesis Data Firehose Kinesis Video Streams Kinesis Data Analytics Visualize data for machine learning Sources So...

Posted by Oscaner on June 16, 2022

[MLS-C01] [Exploratory Data Analysis] Kinesis Data Streams

_{-「Exam / AWS / MLS-C01 / Whizlabs / 03 - Exploratory Data Analysis」}

Massively scalable and durable real-time data streaming service Continuously capture gigabytes of data per second from thousands of sources Website clickstreams Database eve...

Posted by Oscaner on June 16, 2022

[MLS-C01] [Exploratory Data Analysis] Kinesis Data Firehose

_{-「Exam / AWS / MLS-C01 / Whizlabs / 03 - Exploratory Data Analysis」}

Fully managed service that automatically scales to match data throughput Capture, transform, and load streaming data into S3, Redshift, ElasticSearch, and Splunk Batch, compress, transform...

Posted by Oscaner on June 21, 2022

[MLS-C01] [Exploratory Data Analysis] Kinesis Video Streams

_{-「Exam / AWS / MLS-C01 / Whizlabs / 03 - Exploratory Data Analysis」}

Automatically provisions and scales infrastructure to read streaming media Producers such as web cams, security cameras, audio feeds, images Securely stream video using the Kinesi...

Posted by Oscaner on June 21, 2022

[MLS-C01] [Exploratory Data Analysis] Kinesis Data Analytics

_{-「Exam / AWS / MLS-C01 / Whizlabs / 03 - Exploratory Data Analysis」}

Use SQL to process streaming data Sources: Kinesis Data Streams and Kinesis Data Firehose SQL queries put to S3, Redshift, or visualization and Business Intelligence tools A Kinesis Data...

Posted by Oscaner on June 21, 2022

[MLS-C01] [Exploratory Data Analysis] Analyze and visualize data

_{-「Exam / AWS / MLS-C01 / Whizlabs / 03 - Exploratory Data Analysis」}

Visualize data before choosing a machine learning algorithm Identify patterns Find corrupt data Identify outliers Find imbalances in the data Explore and demonstrate important relatio...

Posted by Oscaner on June 23, 2022

[MLS-C01] [Exploratory Data Analysis] AWS Glue

_{-「Exam / AWS / MLS-C01 / Whizlabs / 03 - Exploratory Data Analysis」}

Key Facts A fully managed ETL service for categorizing, cleaning, enriching, and moving your data Glue components Central metadata repository: Glue Catalog ETL engine that ...

Posted by Oscaner on June 23, 2022