5 Courses - Master AWS, Analytics, Machine Learning, Bigdata (Udemy.com)
Cloud Compute, Database, Security, Containers, Migration, data science, Database, Kinesis, Glue, Hadoop, Spark
Created by: Kaushik Vadali
Produced in 2018
What you will learn
- Underastand Amazon Web Services, Migrate to Amazon Cloud, Machine learning and Data science
Quality Score
Overall Score : 64 / 100
Course Description
#CourseLecturesDuration (hh:mm:ss)
1AWS - Cloud Services2705:38:02
Elastic Beanstalk, ELB, ECS, EKS, Dynamo DB, Migration Hub
2AWS - Data Analytics1002:38:08
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
3BigData and Hadoop framework1401:20:13
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
4Machine Learning 00:32:19
Introduction, Algorithms, Softwares
5AWS Machine Learning1402:06:00
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
TOTAL < 68 Lectures > 12hours 15min
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
Instructor Details
- 3.2 Rating
24 Reviews
Kaushik Vadali
Having 25+ years of enterprise infrastructure, data, info security and project management 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.
Handled infra projects including hybrid cloud migrations, Optimizing infrastructure for HA and security.
Education and training organization employees to implement organization 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.
Consultant and Honorary faculty in prestigious institutions.
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