Functional Programming Principles in Scala

课程
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30 时
此内容评级为 4.3333/5
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  • 来自www.coursera.org
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  • 6 序列
  • 等级 中级
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课程详情

教学大纲

  • Week 1 - Getting Started + Functions & Evaluation
    Get up and running with Scala on your computer. Complete an example assignment to familiarize yourself with our unique way of submitting assignments. In this week, we'll learn the difference between functional imperative programming. We step through the basics...
  • Week 2 - Higher Order Functions
    This week, we'll learn about functions as first-class values, and higher order functions. We'll also learn about Scala's syntax and how it's formally defined. Finally, we'll learn about methods, classes, and data abstraction through the design of a data struct...
  • Week 3 - Data and Abstraction
    This week, we'll cover traits, and we'll learn how to organize classes into hierarchies. We'll cover the hierarchy of standard Scala types, and see how to organize classes and traits into packages. Finally, we'll touch upon the different sorts of polymorphism ...
  • Week 4 - Types and Pattern Matching
    This week we'll learn about the relationship between functions and objects in Scala; functions *are* objects! We'll zoom in on Scala's type system, covering subtyping and generics, and moving on to more advanced aspects of Scala's type system like variance. Fi...
  • Week 5 - Lists
    This week we dive into Lists, the most commonly-used data structure in Scala.
  • Week 6 - Collections
    After a deep-dive into Lists, this week we'll explore other data structures; vectors, maps, ranges, arrays, and more. We'll dive into Scala's powerful and flexible for-comprehensions for querying data.

先决条件

没有。

讲师

Martin Odersky
Professor
Computer Science

编辑

洛桑联邦理工学院(EPFL)是位于瑞士洛桑的一所研究型大学,专门从事物理科学和工程学研究。

洛桑联邦理工学院是瑞士两所联邦理工学院之一。它由瑞士联邦政府创办,其使命如下:

培养具有国际最高水平的工程师和科学家
成为国家科技卓越中心
成为科学界与工业界互动的中心。
EPFL 被认为是世界工程和科学领域最负盛名的大学之一。在 2015 年 QS 世界大学排名中,该校总排名第 17 位,工程学专业排名第 10 位;在 2015 年泰晤士高等教育世界大学排名中,该校总排名第 34 位,工程学专业排名第 12 位。

平台

Coursera是一家数字公司,提供由位于加利福尼亚州山景城的计算机教师Andrew Ng和达芙妮科勒斯坦福大学创建的大型开放式在线课程。

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