Learn Data Engineering with Databricks on AWS Cloud

سرفصل های دوره

Build Data Engineering Pipelines on AWS using Databricks core features such as Spark and Delta Lake

1 - Getting Startted with Databricks on AWS

1 - Introduction to Getting Started with Databricks on AWS

2 - Signing up for aws free account

3 - Logging in into AWS Management Console

4 - Setting up Databricks workspace on AWS using Quickstart

5 - Logging in into Databricks Workspace on AWS

6 - Cleaning up the workspace and resources

7 - Quick Walkthrough of Databricks UI on AWS

8 - Creating SingleNode Databricks cluster on AWS

9 - Upload Data using AWS Databricks UI

10 - Develop spark Application using AWS Databricks Notebook

11 - Writing dataframe to DBFS

12 - Export and Import AWS Databricks Notebooks

2 - AWS Storage Solutions

13 - Getting Started with AWS S3

14 - Overview of AWS S3 Glacier

15 - Creating S3 Bucket and adding Objects

16 - Version Control in AWS S3

17 - AWS S3 CrossRegion Replication for Fault Tolerance

18 - Setup and configure AWS S3 CLI using IAM user credentials

19 - Managing Objects in AWS S3 using CLI

3 - AWS S3 and IAM Role

20 - Overview of IAM for Databricks on AWS

21 - Creating AWS IAM User

22 - Logging into AWS Management Console using IAM User

23 - Validate Programmatic Access to AWS IAM User3

24 - AWS IAM Identitybased policies

25 - AWS IAM User Groups

26 - AWS IAM Custom Policies

4 - Integration S3 and Glue Catalog

27 - Introduction to Integrating AWS s3 and Glue Catalog with Databricks

28 - Create AWS IAM Group for Databricks Developers

29 - Creating AWS IAM Users and adding to group

30 - Creating AWS s3 Bucket for Databricks Developers

31 - Grant Permissions on AWS S3 Bucket to the users in group

32 - Attach AWS IAM Policy to grant access to Glue

33 - Upload JSON Dataset to s3 to crawl using AWS Glue Crawler

34 - Create AWS IAM Custom Service Role for Glue Crawlers

35 - Create and Run Glue Crawler to Create Multiple Glue Catalog Tables

36 - Overview of Integration of Databricks Clusters and AWS EC2 Instances

37 - Create AWS IAM Role or Instance Profile

38 - Registering AWS IAM Instance Profile with Databricks Account

39 - Attach AWS IAM Instance Profile to Databricks Cluster

40 - Grant Permissions on S3 to Databricks Clusters

41 - Integrate Databricks Cluster with Glue Catalog via Instance Profile

5 - Setup local development environment for databricks

42 - Setup single node databricks cluster

43 - Install Databricks Connect

44 - Configure Databricks Connect

6 - Using Databricks CLI

45 - Install and configure databricks CLI

46 - Interacting with File System using Databricks CLI

47 - Getting Cluster details using Databricks CLI

7 - Spark Jobs Deployment using Notebooks

48 - Modularizing Notebooks

49 - Running Job using Notebook

50 - Refactor application as Databricks Notebooks

51 - Run Notebooks using Development Cluster

“Civil Engineering BUILDING Drawing AutoCAD Mastery from ZERO” به سبد خرید شما اضافه شد. مشاهده سبد خرید

139,000 تومان

خرید اشتراک افزودن به سبد خرید

خرید دانلودی فوری

در این روش نیاز به افزودن محصول به سبد خرید و تکمیل اطلاعات نیست و شما پس از وارد کردن ایمیل خود و طی کردن مراحل پرداخت لینک های دریافت محصولات را در ایمیل خود دریافت خواهید کرد.

تولید کننده: Udemy