[UDEMY] 5 Courses - Master AWS, Analytics, Machine Learning, Bigdata - [FTU] torrent

Cloud Compute, Database, Security, Containers, Migration, data science, Database, Kinesis, Glue, Hadoop, Spark

Created by : Kaushik Vadali
Last updated : 11/2018
Language : English
Torrent Contains : 115 Files, 5 Folders
Course Source : https://www.udemy.com/5-courses-master-aws-analytics-machine-learning-bigdata/

What you'll learn

• Underastand Amazon Web Services, Migrate to Amazon Cloud, Machine learning and Data science

Requirements

• Just basic computer knowledge to unleash the power of Cloud to rollout Awesome Amazon Web Services

Description

5 courses pack including below topics.

Course + Lecture + Duration:

1 - AWS - Cloud Services 27 05:38:02

• Elastic Beanstalk, ELB, ECS, EKS, Dynamo DB, Migration Hub

2 - AWS - Data Analytics 10 02:38:08

• AWS Analytics and Data Lakes, Amazon Athena - Interactive query service, Amazon CloudSearch - Managed search service, Amazon Elasticsearch Service, Amazon Kinesis - Data Streams, Amazon Redshift - Data warehousing

• Amazon QuickSight - Business Analytics Intelligence Service, Amazon Data Pipeline - Automate data movement, AWS Glue – Managed ETL Service

3 - BigData and Hadoop framework 14 01:20:13

• Big data introduction, history, technologies, characteristics and Applications

• Data Lake, Data science and Data scientist

• Hadoop introduction, HDFS-Overview, Hadoop Architecture, assumptions and goals

• Demo-Hadoop install - sw download verify integrity, Java ssh configure, Hadoop access by browser

4 - Machine Learning 00:32:19

• Introduction, Algorithms, Softwares

5 - AWS Machine Learning 10 01:42:00

• Bigdata and AWS, 5.3 Hadoop on Amazon Elastic Map Reduce - EMR, Amazon EMR, Amazon EMR Architecutre, TensorFlow - Open source Machine Learning framework, Amazon SageMaker - TensorFlow Part 1 & 2, AWS Deep Learning AMIs

TOTAL < 64 Lectures > 11:50:13
Who is the target audience?

• For all those who is interested in learning about cloud Infrastructure, want to reap the benefits of migrating to AWS

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