Amazon DynamoDB Data Modeling for Architects & Developers

سرفصل های دوره

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

1 - Introduction

1 - Introduction

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

2 - link to course guide.zip

2 - Tools Local Development Environment

3 - Setup Local DynamoDB and NoSQL Workbench

3 - link to setup instructions.zip

4 - Exercise NoSQL Workbench walkthrough

5 - Exercise Use CLI Workbench with Local Table

6 - Setup IDE and Git Repository

3 - Amazon DynamoDB Fundamentals

7 - DynamoDB A Logical View

8 - Table capacity fundamentals

9 - Table capacity modes

10 - Exercise Try out the capacity modes

11 - Item Attributes Data Types

12 - Exercise Create a test model

13 - DynamoDB Operations

14 - Control Plane Operations

4 - CRUD Create API

15 - Writes Under the hood

16 - API PutItem BatchWriteItem Condition Expressions 714

17 - Exercise Add Items to Student Table

5 - CRUD Retrieve API

18 - Reads Under the hood

19 - API GetItem BatchGetItem Scan

20 - Queries Under the hood

21 - Queries Key Condition Expression

6 - CRUD Update Delete API

22 - Update Delete Under the hood

23 - API UpdateItem

24 - API DeleteItem

7 - CRUD PartiQL Queries

25 - CRUD PartiQL Statements API

8 - DynamoDB Secondary Indexes

26 - Indexes Under the hood

27 - Local Secondary Index LSI

28 - HandsOn Local Secondary Index

29 - Global Secondary Index GSI

30 - HandsOn Global Secondary Index

9 - Single Table Design

31 - Single Table Vs Multiple Table Design

32 - Single table modeling process

10 - Case Study ACME Bank

33 - ACME Bank Transformation Journey

34 - ERD and Access patterns

11 - Modeling Entities

35 - How to model an entity

36 - HandsOn Design the Customer Entity

12 - Modeling Primary Keys

37 - Patterns for primary key

38 - HandsOn Apply best practices for key

13 - Modeling One to Many Relationships

39 - Patterns for onetomany relationships

40 - Analyze CustomerAccount Relationship

41 - HandsOn Embedding with Secondary Index

14 - Modeling Secondary Indexes

42 - HandsOn Add index for accessing customer on account

43 - HandsOn Model the transaction entity

44 - Analysis Taking advantage of sparse indexes

45 - HandsOn Add a sparse index for CustomerTxns

46 - Analysis Taking advantage of Index Overloading

47 - HandsOn Implement Overloaded GSI for Customer Transaction

15 - Modeling ManytoMany Relationship

48 - Adjacency List Pattern

49 - Analysis CustomerOffer Relationship

50 - HandsOn Apply adjacency pattern to customeroffer relationship

16 - Modeling Preventing Hot Partitions

51 - Hot Partitions Sharding patterns

52 - HandsOn Address hot partition issue

17 - Modeling Efficient Scans

53 - HandsOn Experimenting with parallel scan

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

18 - ACID Transactions

55 - What are ACID Transactions

56 - API TransactWriteItems

57 - HandsOn TransactWriteItems API

58 - TransactWriteItems Idempotence

59 - API TransactGetItems

19 - Modeling Transactions

60 - HandsOn Running counters

61 - HandsOn Credit Transactions

62 - HandsOn Debit Transaction

20 - DynamoDB Streams

63 - DynamoDB Streams

64 - Shards Stream Reader Application

65 - HandsOn Experiment with Streams API

66 - HandsOn Tryout API with Python

21 - Modeling DynamoDB Streams

67 - Modeling Setup daily report

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تولید کننده: Udemy-Training