Exploratory Data Analysis in AWS
Exploratory Data Analysis in AWS is the second course in the AWS Certified Machine Learning Specialty specialization. The main focus of this course is to analyze Data Streams and Data Analytics services in AWS along with exploring Data Analysis in AWS. This course is divided into two modules and each module is further segmented by Lessons and Video Lectures. This course facilitates learners with approximately 2:00-2:30 Hours Video lectures that provide both Theory and Hands -On knowledge. Also, Graded and Ungraded Quiz are provided with every module in order to test the ability of learners.
Monthly Subscription Starting at AED 99 + VAT
- Level Foundation
- Duration 5 hours
- Course by Whizlabs
-
Offered by
About
Exploratory Data Analysis in AWS is the second course in the AWS Certified Machine Learning Specialty specialization. The main focus of this course is to analyze Data Streams and Data Analytics services in AWS along with exploring Data Analysis in AWS. This course is divided into two modules and each module is further segmented by Lessons and Video Lectures. This course facilitates learners with approximately 2:00-2:30 Hours Video lectures that provide both Theory and Hands -On knowledge. Also, Graded and Ungraded Quiz are provided with every module in order to test the ability of learners. Module 1: Introduction to Data Streams and Data Analytics services in AWS Module 2: Exploring Data Analysis in AWS By the end of this course, a learner will be able to: -Demonstrate the implementation of Kinesis Data Streams -Analyze and visualize data for machine learning -Examine AWS Glue service with creation of crawler and transform job
Modules
Kinesis Data Streams and Kinesis Data Firehose
-
11
Videos
-
3
Readings
-
1
Assignment
1
Assignment
- Kinesis Data Streams and Kinesis Data Firehose Knowledge Test
11
Videos
- Introduction to Kinesis Data Streams and Kinesis Data Firehose
- Kinesis Data Streams
- Create Kinesis Streams - S3 Bucket - Lambda: Hands On
- Building Realtime Data Streaming System-Kinesis Data Stream
- Kinesis Data Firehose
- Kinesis Data Firehose - Create S3 - VPC - VPC Flow Logs
- Kinesis Data Firehose - Internet Gateway - Subnet - EC2 Instance
- Kinesis Data Firehose - EC2 Logs - Create Subscription Filter: Data Delivery to S3
- Amazon EMR
- Amazon EMR - Launch EMR Cluster
- Amazon EMR - Submit Work & Validate
3
Readings
- Course Outline
- Welcome to the Course
- Introduction to Data Streams and Data Analytics Services
Kinesis: Video Streams and Data Analytics
-
2
Videos
-
1
Discussion
-
2
Assignment
2
Assignment
- Kinesis: Video Streams and Data Analytics - Knowledge Test
- Week 1 Assessment
1
Discussions
- Meet and Greet
2
Videos
- Kinesis Video Streams
- Amazon Managed Service for Apache Flink
Analyze and visualize data for machine learning
-
12
Videos
-
3
Readings
-
3
Assignment
3
Assignment
- Analyze and visualize data for machine learning Knowledge Test
- Week 2 Assessment
- Overall Course Assessment Quiz
12
Videos
- AWS Glue
- Perform ETL with AWS Glue - Create Glue Crawler
- Run Glue Crawler & Create Glue Job
- Validate the Output from Glue Job
- Amazon Redshift
- Amazon Redshift - Demo
- AWS Data Exchange
- AWS Data Exchange - Demo
- Analyze and visualize data for machine learning
- Amazon QuickSight: Analyze and visualize data for Machine Learning
- Exam tips-Part 1
- Exam tips-Part 2
3
Readings
- Exploring Data Analysis in AWS Overview
- Course Conclusion
- Key Takeaways of the Course
Whizlabs Instructor