Introduction to NoSQL Databases
NoSQL 数据库入门
- 专业证书IBM Data EngineeringIBM 数据工程第 11 门 · 共 16 门
- 专项课程NoSQL, Big Data, and Spark FoundationsNoSQL、大数据和 Spark 基础第 1 门 · 共 3 门
Module 01
Introducing NoSQL
25 / 26 篇- 01Course Introduction欢迎来到 NoSQL 课程
- 02Course Overview课程欢迎与概述
- 03Helpful Tips for Course Completion
- 04Overview of NoSQLNoSQL 概述
- 05Characteristics of NoSQL DatabasesNoSQL 数据库的特点
- 06Reading: NoSQL Database Types and Use CasesNoSQL 数据库类型和使用场景
- 07Key-Value NoSQL Databases键值型 NoSQL 数据库
- 08Document-Based NoSQL Databases文档型 NoSQL 数据库概述
- 09Column-Based NoSQL Databases列式 NoSQL 数据库概述
- 10Graph NoSQL Databases图形型 NoSQL 数据库概述
- 11Reading: NoSQL Database Deployment OptionsNoSQL 数据库部署选项
- 12Summary and Highlights摘要和重点
- 13Glossary: Basics of NoSQL术语表:NoSQL 基础
- 14Practice Quiz: Basics of NoSQL练习测验:NoSQL 基础
- 15Graded Quiz: Basics of NoSQL评分测验:NoSQL 基础
- 16ACID versus BASE OperationsACID 与 BASE 操作对比
- 17Distributed Databases分布式数据库概述
- 18Reading: MongoDB Design PatternsMongoDB 设计模式
- 19CAP TheoremCAP 定理概述
- 20Challenges in Migrating from RDBMS to NoSQL Databases从 RDBMS 到 NoSQL 数据库迁移的挑战
- 21Reading: Data Model Example in Relational vs Document关系型数据库和文档型数据库中的数据建模
- 22Reading: Vector Databases向量数据库
- 23Summary and Highlights摘要和重点
- 24Glossary: Working with Distributed Data术语表:分布式数据操作
- 25Practice Quiz: Working with Distributed Data练习测验:分布式数据操作
- 26Graded Quiz: Working with Distributed Data评分测验:分布式数据操作
Module 02
Introducing MongoDB: An Open-Source NoSQL Database
18 / 20 篇- 01Overview of MongoDB
- 02Advantages of MongoDB
- 03Lab: Getting Started with MongoDB实验:MongoDB 入门
- 04Summary and Highlights摘要和重点
- 05Glossary: Basics of MongoDB术语表:MongoDB 基础
- 06Practice Quiz: Basics of MongoDB练习测验:MongoDB 基础
- 07Graded Quiz: Basics of MongoDB评分测验:MongoDB 基础
- 08CRUD OperationsMongoDB CRUD 操作简介
- 09Lab: MongoDB CRUD实验:MongoDB CRUD
- 10Indexes索引在 MongoDB 中的应用
- 11Lab: MongoDB Indexing实验:MongoDB 索引
- 12Aggregation FrameworkMongoDB 聚合框架
- 13Replication and ShardingMongoDB 的复制与分片
- 14Accessing MongoDB from Python从 Python 访问 MongoDB
- 15Reading: Best Practices of MongoDBMongoDB 的最佳实践
- 16Summary and Highlights摘要和重点
- 17Glossary: Getting Started with MongoDB术语表:MongoDB 入门
- 18Practice Quiz: Getting Started with MongoDB练习测验:MongoDB 入门
- 19Graded Quiz: Getting Started with MongoDB评分测验:MongoDB 入门
- 20MongoDB Cheat SheetMongoDB 速查表
Module 03
Introducing Apache Cassandra: An Open-Source NoSQL Database
20 篇- 01Apache Cassandra OverviewApache Cassandra 概述
- 02Reading: Architecture of CassandraCassandra 的架构
- 03Key Features of Apache CassandraApache Cassandra 关键特性概述
- 04Apache Cassandra Data Model: Part 1Apache Cassandra 数据模型(第一部分)
- 05Apache Cassandra Data Model: Part 2Apache Cassandra 数据模型(第二部分)
- 06Introduction to Cassandra Query Language Shell (cqlsh)Cassandra 查询语言(CQL)与 cqlsh 简介
- 07Summary and Highlights摘要和重点
- 08Glossary: Cassandra Basics术语表:Cassandra 基础
- 09Practice Quiz: Cassandra Basics练习测验:Cassandra 基础
- 10Graded Quiz: Cassandra Basics评分测验:Cassandra 基础
- 11CQL Data TypesCassandra 查询语言(CQL)数据类型介绍
- 12Apache Cassandra Keyspace OperationsApache Cassandra 键空间操作
- 13Reading: Cassandra Data Modeling and Querying Best PracticesCassandra 数据建模和查询最佳实践
- 14Table OperationsApache Cassandra 表操作
- 15CRUD Operations - Part 1Apache Cassandra CRUD 操作:插入与更新
- 16CRUD Operations - Part 2Apache Cassandra CRUD 操作:读取与删除数据
- 17Summary and Highlights摘要和重点
- 18Glossary: Working with Cassandra术语表:使用 Cassandra
- 19Practice Quiz: Working with Cassandra练习测验:使用 Cassandra
- 20Graded Quiz: Working with Cassandra评分测验:使用 Cassandra
Module 04
Final Project: Working with NoSQL Databases
6 / 7 篇Module 05[Optional] Introducing IBM Cloudant: A NoSQL DBaaS
0 / 17 篇
- 01Overview of Cloudant
- 02Cloudant Architecture and Key Technologies
- 03Cloudant Benefits and Solutions
- 04Deployment Options for Cloudant
- 05Lab [Optional]: Signup for IBM Cloud account
- 06Lab: Create an instance of IBM Cloudant
- 07Summary and Highlights
- 08Dashboards in Cloudant
- 09Lab: Dashboards in Cloudant
- 10Working with Databases in Cloudant
- 11Lab: Working with Databases in Cloudant
- 12HTTP API Basics
- 13Working with the HTTP API
- 14Reading: Query Optimization with Indexes
- 15How to Access Documentation and Support Resources
- 16Reading: Offline First with Cloudant
- 17Summary and Highlights