Amazon DynamoDB Data Modeling for Architects & Developers

Focused View

Rajeev Sakhuja

6:05:17

70 View

1 - Introduction

1 - Introduction.mp4

01:13

2 - Course outline How to get the most out of this course.mp4

04:31

2 - link to course guide.zip

2 - Tools Local Development Environment

3 - Setup Local DynamoDB and NoSQL Workbench.mp4

05:26

3 - link to setup instructions.zip

4 - Exercise NoSQL Workbench walkthrough.mp4

06:00

5 - Exercise Use CLI Workbench with Local Table.mp4

02:35

6 - Setup IDE and Git Repository.mp4

02:13

3 - Amazon DynamoDB Fundamentals

7 - DynamoDB A Logical View.mp4

06:15

8 - Table capacity fundamentals.mp4

08:09

9 - Table capacity modes.mp4

08:49

10 - Exercise Try out the capacity modes.mp4

01:01

11 - Item Attributes Data Types.mp4

10:30

12 - Exercise Create a test model.mp4

00:58

13 - DynamoDB Operations.mp4

05:58

14 - Control Plane Operations.mp4

04:42

4 - CRUD Create API

15 - Writes Under the hood.mp4

06:13

16 - API PutItem BatchWriteItem Condition Expressions 714.mp4

07:14

17 - Exercise Add Items to Student Table.mp4

01:26

5 - CRUD Retrieve API

18 - Reads Under the hood.mp4

07:24

19 - API GetItem BatchGetItem Scan.mp4

10:08

20 - Queries Under the hood.mp4

06:15

21 - Queries Key Condition Expression.mp4

04:22

6 - CRUD Update Delete API

22 - Update Delete Under the hood.mp4

03:38

23 - API UpdateItem.mp4

03:38

24 - API DeleteItem.mp4

02:28

7 - CRUD PartiQL Queries

25 - CRUD PartiQL Statements API.mp4

08:17

8 - DynamoDB Secondary Indexes

26 - Indexes Under the hood.mp4

13:06

27 - Local Secondary Index LSI.mp4

04:56

28 - HandsOn Local Secondary Index.mp4

05:10

29 - Global Secondary Index GSI.mp4

05:43

30 - HandsOn Global Secondary Index.mp4

03:05

9 - Single Table Design

31 - Single Table Vs Multiple Table Design.mp4

08:09

32 - Single table modeling process.mp4

03:22

10 - Case Study ACME Bank

33 - ACME Bank Transformation Journey.mp4

03:19

34 - ERD and Access patterns.mp4

03:41

11 - Modeling Entities

35 - How to model an entity.mp4

07:00

36 - HandsOn Design the Customer Entity.mp4

04:40

12 - Modeling Primary Keys

37 - Patterns for primary key.mp4

10:57

38 - HandsOn Apply best practices for key.mp4

03:35

13 - Modeling One to Many Relationships

39 - Patterns for onetomany relationships.mp4

07:52

40 - Analyze CustomerAccount Relationship.mp4

05:21

41 - HandsOn Embedding with Secondary Index.mp4

04:11

14 - Modeling Secondary Indexes

42 - HandsOn Add index for accessing customer on account.mp4

03:04

43 - HandsOn Model the transaction entity.mp4

04:30

44 - Analysis Taking advantage of sparse indexes.mp4

06:39

45 - HandsOn Add a sparse index for CustomerTxns.mp4

05:53

46 - Analysis Taking advantage of Index Overloading.mp4

01:55

47 - HandsOn Implement Overloaded GSI for Customer Transaction.mp4

05:15

15 - Modeling ManytoMany Relationship

48 - Adjacency List Pattern.mp4

05:51

49 - Analysis CustomerOffer Relationship.mp4

03:44

50 - HandsOn Apply adjacency pattern to customeroffer relationship.mp4

04:30

16 - Modeling Preventing Hot Partitions

51 - Hot Partitions Sharding patterns.mp4

08:44

52 - HandsOn Address hot partition issue.mp4

04:51

17 - Modeling Efficient Scans

53 - HandsOn Experimenting with parallel scan.mp4

06:36

54 - Analysis Scan Vs GSI for for txns in date range.mp4

04:05

18 - ACID Transactions

55 - What are ACID Transactions.mp4

06:45

56 - API TransactWriteItems.mp4

04:16

57 - HandsOn TransactWriteItems API.mp4

06:33

58 - TransactWriteItems Idempotence.mp4

07:21

59 - API TransactGetItems.mp4

02:43

19 - Modeling Transactions

60 - HandsOn Running counters.mp4

04:32

61 - HandsOn Credit Transactions.mp4

08:31

62 - HandsOn Debit Transaction.mp4

04:31

20 - DynamoDB Streams

63 - DynamoDB Streams.mp4

10:09

64 - Shards Stream Reader Application.mp4

08:30

65 - HandsOn Experiment with Streams API.mp4

00:23

66 - HandsOn Tryout API with Python.mp4

03:04

21 - Modeling DynamoDB Streams

67 - Modeling Setup daily report.mp4

08:52

Description

Proven design patterns. best practices, tips on saving costs and more

What You'll Learn?

Use DynamoDB Data Modeling patterns
Apply Best DynamoDB practices
Leverage the right DynamoDb features in their applications
Analyze use cases for DynamoDB

Who is this for?

Solution Architects

Cloud application Developers

Cloud Engineers

Database Administrator interested in learning NoSQL databases

More details

Description
Note:
This course does NOTÂ use AWS console for showing you basic DynamoDBÂ operations
This course does NOTÂ focus on just coding

This course primarily focusses on Data Modeling practices and patterns for Amazon DynamoDB. You will also learn DynamoDB best practices, tips and techniques for building modern and cost effective applications/microservices. At a high level, course is divided into 2 parts:

Part-1Â Â Â Â Â Â Objective:Â Build a solid understanding of DynamoDB
How DynamoDB works under the covers?
Hands-on exercises to try out the DynamoDBÂ API(s) using CLI and Python code
Feature/capability comparison with relational database

Part-2Â Â Â Â Â Â Objective:Â Learn to apply DynamoDBÂ design patterns
Learn DynamoDB data modeling process
How to apply patterns to address business requirements
Analyze the access patterns and identify the right pattern to use
Hands-on exercises to build a data model for a banking use case (refer:Â ACME case study)

Tools in use
NoSQL workbench
Local DynamoDB for model development & testing
AWS cloud account for testing (minimal use)
An integrated development environment (like Visual Studio Code)
Python - if you would like to run the code samples on your machine
Git client
Is this course for me?
Yes - if you are an Architect responsible for designing apps on DynamoDB
Yes - if you are a Developer and aspiring to become an architect
Yes - if you are a DBA and looking to expand your skills to NoSQL databases
Yes - if you are a Technologist who is curious on how DynamoDB works under the covers

NoÂ - if you are just looking for basic how to tutorials on DynamoDB
No - if you are looking for coding DynamoDB apps

Course approach
Course does not assume that you already know DynamoDB. For that reasons, I am first covering the basics of DynamoDB. But unlike other courses, I will not just show you how-to use DynamoDB rather I will show you how DynamoDBÂ works under the covers !! I strongly believe that to effectively use a database, an architect MUSTÂ understand how database technology works under the covers.
Data modeling is an iterative process. I am sharing a prescriptive guidance on the process and then showing step-by-step how to apply the process. As a case study I am using an example of ACME bank (a fictitious retail bank). Throughout the course we will be applying the process to ACMEÂ bank use cases to evolve a full blown DynamoDB data model.

Case study : ACMEÂ Bank
A fictitious bank that has embarked on a journey to modernize its retail banking systems. You are the Lead Architect for the retail banking modernization initiative. It is your responsibility:

ToÂ work with business owners to understand the requirements
To model the data for DynamoDB
Prove/Disprove that DynamoDB will meet the application needs
Educate stakeholders on DynamoDBÂ capabilities
Help ACMEÂ Bank CTOÂ to make a decision on whether to use DynamoDB or not
Who this course is for:
Solution Architects
Cloud application Developers
Cloud Engineers
Database Administrator interested in learning NoSQL databases

User Reviews

Rating

average 0

Total votes0

Focused display

I am a hands-on Information Technology consultant experienced in large scale applications development, infrastructure management & Strategy development in Fortune 500 companies. I have 20+ years of experience in IT industry; a passionate technologist who loves to learn and teach technologies. In my current role (day to day job) I partner with large enterprises to adopt AWS Cloud, Microservices, Databases, API, AI, Machine Learning & Blockchain. I hold all 11 AWS certifications.Since 2016, I have published 10 courses on Udemy and other learning portals. Thanks to over 100K students worldwide for their continuous support and encouragement.

Udemy

View courses Udemy

Students take courses primarily to improve job-related skills.Some courses generate credit toward technical certification. Udemy has made a special effort to attract corporate trainers seeking to create coursework for employees of their company.