[FreeTutorials.Eu] [UDEMY] 5 Courses - Master AWS, Analytics, Machine Learning, Bigdata - [FTU]

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Description

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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File list

[FreeTutorials.Eu] [UDEMY] 5 Courses - Master AWS, Analytics, Machine Learning, Bigdata - [FTU]
1. AWS Cloud Services/1. Embrace Cloud computing.mp4 192.3 MB
1. AWS Cloud Services/1.1 1-Embrace Cloud computing.pdf.pdf 1.6 MB
1. AWS Cloud Services/10. Amazon EC2 - Launch Wordpress website.mp4 105 MB
1. AWS Cloud Services/10.1 2.6 - Amazon EC2 - Launch Wordpress website.pdf.pdf 930.4 KB
1. AWS Cloud Services/11. AWS Elastic Beanstalk.mp4 102.2 MB
1. AWS Cloud Services/11.1 2.7 - AWS Elastic Beanstalk (EB).pdf.pdf 1.7 MB
1. AWS Cloud Services/12. Amazon EC2 Autoscaling.mp4 113.9 MB
1. AWS Cloud Services/12.1 2.8 - Amazon EC2 Autoscaling.pdf.pdf 1.6 MB
1. AWS Cloud Services/13. Elastic Load Balancing (ELB).mp4 91.6 MB
1. AWS Cloud Services/13.1 2.9 - Elastic Load Balancing (ELB).pdf.pdf 1.5 MB
1. AWS Cloud Services/14. Amazon Lightsail.mp4 48.8 MB
1. AWS Cloud Services/14.1 2.10 - Amazon Lightsail.pdf.pdf 1.1 MB
1. AWS Cloud Services/15. AWS Lamda.mp4 98.4 MB
1. AWS Cloud Services/15.1 2.11 - AWS Lamda.pdf.pdf 1.7 MB
1. AWS Cloud Services/16. AWS ECS using Fargate.mp4 147 MB
1. AWS Cloud Services/16.1 2.12 - AWS ECS using Fargate.pdf.pdf 2.2 MB
1. AWS Cloud Services/17. Storage - S3, EBS, EFS, Glacier, Snow Family, Gateway.mp4 192.7 MB
1. AWS Cloud Services/17.1 3.0 - AWS Storage - S3, EBS, EFS, Glacier, Gateway.pdf.pdf 3.3 MB
1. AWS Cloud Services/18. Storage S3 - create bucket, store retrieve files.mp4 117 MB
1. AWS Cloud Services/18.1 3.1 - Storage S3 - create bucket, store retrieve files.pdf.pdf 3 MB
1. AWS Cloud Services/19. Access S3 through AWS - CLI with IAM user credentials.mp4 96 MB
1. AWS Cloud Services/19.1 3.2 - Access S3 through AWS - CLI with IAM user credentials.pdf.pdf 3.6 MB
1. AWS Cloud Services/2. AWS Products and Solutions.mp4 72.6 MB
1. AWS Cloud Services/2.1 1a - AWS Products and Solutions.pdf.pdf 2.2 MB
1. AWS Cloud Services/20. Route 53, Domain name, DNS.mp4 70.4 MB
1. AWS Cloud Services/20.1 4.3 - Amazon Route 53, Domain name, DNS.pdf.pdf 1.1 MB
1. AWS Cloud Services/21. AWS Databases.mp4 101.7 MB
1. AWS Cloud Services/21.1 5.0 - AWS - Databases.pdf.pdf 3 MB
1. AWS Cloud Services/22. AWS - RDS MySQL - Create, connect and operate.mp4 108.2 MB
1. AWS Cloud Services/22.1 5.1 - AWS - RDS MySQL - create connect.pdf.pdf 2.3 MB
1. AWS Cloud Services/23. Amazon Dynamo DB.mp4 94.4 MB
1. AWS Cloud Services/23.1 5.2 - Amazon Dynamo DB.pdf.pdf 1.3 MB
1. AWS Cloud Services/24. Migration Hub.mp4 128.6 MB
1. AWS Cloud Services/24.1 6.0 - Migration Hub.pdf.pdf 2.5 MB
1. AWS Cloud Services/25. Security, Identity, & Compliance.mp4 136.4 MB
1. AWS Cloud Services/25.1 7.0 - Security, Identity, & Compliance.pdf.pdf 3.3 MB
1. AWS Cloud Services/26. AWS Step Functions.mp4 159.1 MB
1. AWS Cloud Services/26.1 8.1 - AWS Step Functions.pdf.pdf 3.5 MB
1. AWS Cloud Services/27. Amazon CloudWatch monitoring and management service.mp4 115.6 MB
1. AWS Cloud Services/27.1 9.1 - Amazon CloudWatch monitoring and management service.pdf.pdf 1.8 MB
1. AWS Cloud Services/3. AWS-Pricing - Simple Monthly calculator - TCO Calculator.mp4 190.7 MB
1. AWS Cloud Services/3.1 1.2 - AWS-Pricing - Simple Monthly calculator - TCO Calculator.pdf.pdf 1.8 MB
1. AWS Cloud Services/4. AWS Compute products and services.mp4 124.8 MB
1. AWS Cloud Services/4.1 2.0 - AWS Compute products and services.pdf.pdf 3.8 MB
1. AWS Cloud Services/5. Amazon Elastic Compute Cloud EC2.mp4 153.3 MB
1. AWS Cloud Services/5.1 2.1 - Amazon Elastic Compute Cloud EC2.pdf.pdf 1.6 MB
1. AWS Cloud Services/6. Amazon EC2 - Dashboard.mp4 141.6 MB
1. AWS Cloud Services/6.1 2.2 - Amazon EC2 - Dashboard.pdf.pdf 2.8 MB
1. AWS Cloud Services/7. Amazon EC2 - Launch Linux VM.mp4 173.1 MB
1. AWS Cloud Services/7.1 2.3 - Amazon EC2 - Launch Linux VM.pdf.pdf 2.5 MB
1. AWS Cloud Services/8. Amazon EC2 - Access Linux VM.mp4 136 MB
1. AWS Cloud Services/8.1 2.4 - Amazon EC2 - Access Linux VM.pdf.pdf 2.2 MB
1. AWS Cloud Services/9. Amazon EC2 - Launch and access Windows server VM.mp4 180.2 MB
1. AWS Cloud Services/9.1 2.5 - Amazon EC2 - Launch and access Windows server VM.pdf.pdf 3.2 MB
2. AWS Data Analytics/1. AWS Analytics and Data Lakes.mp4 163.1 MB
2. AWS Data Analytics/1.1 1 - AWS Analytics and Data Lakes.pdf.pdf 1.7 MB
2. AWS Data Analytics/10. AWS Glue – Managed ETL Service.mp4 212.1 MB
2. AWS Data Analytics/10.1 10 - AWS Glue – Managed ETL Service.pdf.pdf 3.7 MB
2. AWS Data Analytics/2. Amazon Athena - Interactive query service.mp4 74.6 MB
2. AWS Data Analytics/2.1 2 - Amazon Athena - Interactive query service.pdf.pdf 2.3 MB
2. AWS Data Analytics/3. Amazon CloudSearch - Managed search service.mp4 132.9 MB
2. AWS Data Analytics/3.1 3 - Amazon CloudSearch - Managed search service.pdf.pdf 1.8 MB
2. AWS Data Analytics/4. Amazon Elasticsearch Service.mp4 99.9 MB
2. AWS Data Analytics/4.1 4 - Amazon Elasticsearch Service.pdf.pdf 1.8 MB
2. AWS Data Analytics/5. Amazon Kinesis - Data Streams - Visualizing Web Traffic Using Amazon Kinesis Dat.mp4 231.9 MB
2. AWS Data Analytics/5.1 5 - Amazon Kinesis - Data Stream - Visualizing Web Traffic Using Amazon Kinesis Data Streams.pdf.pdf 2.8 MB
2. AWS Data Analytics/6. Amazon Kinesis - Data Streams using AWS CLI.mp4 94.3 MB
2. AWS Data Analytics/6.1 6 - Amazon Kinesis - Data Streams using AWS CLI.pdf.pdf 1.7 MB
2. AWS Data Analytics/7. Amazon Redshift - Data warehousing.mp4 246.1 MB
2. AWS Data Analytics/7.1 7 - Amazon Redshift - Data warehousing.pdf.pdf 3.2 MB
2. AWS Data Analytics/8. Amazon QuickSight - Business Analytics Intelligence Service.mp4 112.1 MB
2. AWS Data Analytics/8.1 8 - Amazon QuickSight - Business Analytics Intelligence Service.pdf.pdf 2.4 MB
2. AWS Data Analytics/9. Amazon Data Pipeline - Automate data movement.mp4 179.6 MB
2. AWS Data Analytics/9.1 9 - Amazon Data Pipeline - Automate data movement.pdf.pdf 2.2 MB
3. Bigdata and Hadoop framework/1. 1.1 Big data introduction.mp4 53.7 MB
3. Bigdata and Hadoop framework/1.1 1.1 Big data introduction.pdf.pdf 1.2 MB
3. Bigdata and Hadoop framework/10. 2.3 - Hadoop Architecture.mp4 76.7 MB
3. Bigdata and Hadoop framework/11. 2.3a - Hadoop Architecture - assumptions and goals.mp4 30.9 MB
3. Bigdata and Hadoop framework/12. 2.4 - Demo-Hadoop install - sw download verify integrity.mp4 53 MB
3. Bigdata and Hadoop framework/13. 2.5 - Demo-Hadoop install - Java ssh configure.mp4 61.1 MB
3. Bigdata and Hadoop framework/14. 2.6 Demo hadoop access by browser.mp4 87.8 MB
3. Bigdata and Hadoop framework/2. 1.2 Big data history.mp4 53.5 MB
3. Bigdata and Hadoop framework/2.1 1.2 Big data history.pdf.pdf 765.8 KB
3. Bigdata and Hadoop framework/3. 1.3 Big data technologies.mp4 30.7 MB
3. Bigdata and Hadoop framework/3.1 1.3 Big data technologies.pdf.pdf 990.9 KB
3. Bigdata and Hadoop framework/4. 1.4 Big data characteristics.mp4 53.4 MB
3. Bigdata and Hadoop framework/4.1 1.4 Big data characteristics.pdf.pdf 771.3 KB
3. Bigdata and Hadoop framework/5. 1.5 Big data Applications.mp4 54.9 MB
3. Bigdata and Hadoop framework/5.1 1.5 Big data Applications.pdf.pdf 790.7 KB
3. Bigdata and Hadoop framework/6. 1.6 Data Lake.mp4 42.2 MB
3. Bigdata and Hadoop framework/6.1 1.6 Data Lake.pdf.pdf 1 MB
3. Bigdata and Hadoop framework/7. 1.7 Data science and Data scientist.mp4 76.7 MB
3. Bigdata and Hadoop framework/7.1 1.7 Data science and Data scientist.pdf.pdf 1.7 MB
3. Bigdata and Hadoop framework/8. 2.1 - Hadoop introduction.mp4 61.8 MB
3. Bigdata and Hadoop framework/9. 2.2 - HDFS-Overview.mp4 62.5 MB
4. Machine Learning/1. 3.1 Machine learning introduction.mp4 66.1 MB
4. Machine Learning/2. 3.2 Machine learning algorithms.mp4 87.1 MB
4. Machine Learning/3. 3.3 Machine learning softwares.mp4 149.9 MB
5. AWS Machine Learning/1.1 5.1 AWS and Machine learning.pdf.pdf 1.1 MB

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