ชุดใหญ่ไฟกระพริบ อยากรู้ปะ Amazon web services ทำงานอย่างไร : Udemy - 5 Courses - Master AWS, Analytics, Machine Learning, Bigdata [Kaushik Vadali]



5 Courses - Master AWS, Analytics, Machine Learning, Bigdata
Cloud Compute, Database, Security, Containers, Migration, data science, Database, Kinesis, Glue, Hadoop, Spark
Created by Kaushik Vadali

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.

1 AWS - Cloud Services
Elastic Beanstalk, ELB, ECS, EKS, Dynamo DB, Migration Hub

2 AWS - Data Analytics
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
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
Introduction, Algorithms, Softwares

5 AWS Machine Learning
Bigdata and AWS, 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, AWS Translate - Natual language translation, Amazon Polly - turn text to speech, Apache MXNet - Deep learning framework

Who this course is for:
- For all those who is interested in learning about cloud Infrastructure, want to reap the benefits of migrating to AWS

Course content
+ AWS Cloud Services 27 lectures
+ AWS Data Analytics 10 lectures
+ Bigdata and Hadoop framework 14 lectures
+ Machine Learning 3 lectures
+ AWS Machine Learning 13 lectures

About the instructor
Kaushik Vadali
Network Security professional at CBTU
Having 20+ years of enterprise security experience.

Enterprises were safe and steady yesterday may become upset overnight with any kind of attacks. Directly faced the industry and its pulse against DDoS atacks, Ransomwares and securing overall enterprise security.

Conducted security audit for numerous organizations, baselined security posture and architected secure solutions with prompt alert monitoring and analysing tools.

Education and training organization employees to implement organizaiton security policies and monitor incidents and react to proactively with building incident response teams.

Certified in Cisco, Juniper networks and firewalls, Certified in Cloud migrations and security.

Honorary faculty in prestigious institutions.

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