178,273 次近期查看

## 12%

#### 中级

At least one year of programming (in any language)

### 您将学到的内容有

• Understand the principles of functional programming

• Write purely functional programs, using recursion, pattern matching, and higher-order functions

• Design immutable data structures

• Combine functional programming with objects and classes

### 您将获得的技能

RecursionScala ProgrammingArray ProgrammingFunctional Programming

## 12%

#### 中级

At least one year of programming (in any language)

1

## Getting Started + Functions & Evaluation

11 个视频 （总计 139 分钟）, 7 个阅读材料, 4 个测验
11 个视频
Tools Setup for Linux22分钟
Tools Setup for Mac OS X21分钟
Tools Setup for Windows18分钟
Lecture 1.1 - Programming Paradigms14分钟
Lecture 1.2 - Elements of Programming14分钟
Lecture 1.3 - Evaluation Strategies and Termination4分钟
Lecture 1.4 - Conditionals and Value Definitions8分钟
Lecture 1.5 - Example: square roots with Newton's method11分钟
Lecture 1.6 - Blocks and Lexical Scope8分钟
Lecture 1.7 - Tail Recursion12分钟
7 个阅读材料
Cheat Sheet10分钟
IntelliJ IDEA Tutorial10分钟
SBT tutorial and Submission of Assignments (Please read)10分钟
Learning Resources10分钟
Scala Tutorial10分钟
Scala Style Guide10分钟
1 个练习
Learning check-in2分钟
2

## Higher Order Functions

7 个视频 （总计 84 分钟）
7 个视频
Lecture 2.2 - Currying14分钟
Lecture 2.3 - Example: Finding Fixed Points10分钟
Lecture 2.4 - Scala Syntax Summary4分钟
Lecture 2.5 - Functions and Data11分钟
Lecture 2.6 - More Fun With Rationals15分钟
Lecture 2.7 - Evaluation and Operators16分钟
3

## Data and Abstraction

3 个视频 （总计 66 分钟）
3 个视频
Lecture 3.2 - How Classes Are Organized20分钟
Lecture 3.3 - Polymorphism21分钟
4

## Types and Pattern Matching

7 个视频 （总计 117 分钟）
7 个视频
Lecture 4.2 - Functions as Objects8分钟
Lecture 4.3 - Subtyping and Generics15分钟
Lecture 4.4 - Variance (Optional)21分钟
Lecture 4.5 - Decomposition16分钟
Lecture 4.6 - Pattern Matching19分钟
Lecture 4.7 - Lists16分钟

## 关于 Functional Programming in Scala 专项课程

Discover how to write elegant code that works the first time it is run. This Specialization provides a hands-on introduction to functional programming using the widespread programming language, Scala. It begins from the basic building blocks of the functional paradigm, first showing how to use these blocks to solve small problems, before building up to combining these concepts to architect larger functional programs. You'll see how the functional paradigm facilitates parallel and distributed programming, and through a series of hands on examples and programming assignments, you'll learn how to analyze data sets small to large; from parallel programming on multicore architectures, to distributed programming on a cluster using Apache Spark. A final capstone project will allow you to apply the skills you learned by building a large data-intensive application using real-world data....

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