Functional Programming Principles in Scala
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Torrent File Content (191 files)
Functional Programming Principles in Scala
8 - Week 7_ Lazy Evaluation
5 - Video (MP4) for Lecture 7.5 - Case Study_ the Water Pouring Problem (31_45).mp4 -
8 - Week 7_ Lazy Evaluation
5 - Video (MP4) for Lecture 7.5 - Case Study_ the Water Pouring Problem (31_45).mp4 -
55.87 MB
7 - Week 6_ Collections
7 - Video (MP4) for Lecture 6.7 - Putting the Pieces Together (20_35).mp4 -
7 - Video (MP4) for Lecture 6.7 - Putting the Pieces Together (20_35).mp4 -
47.25 MB
4 - Week 3_ Data and Abstraction
4 - Video (MP4) for Lecture 3.4 - Class Hierarchies (25_50).mp4 -
4 - Video (MP4) for Lecture 3.4 - Class Hierarchies (25_50).mp4 -
46.02 MB
7 - Week 6_ Collections
6 - Video (MP4) for Lecture 6.6 - Maps (22_39).mp4 -
6 - Video (MP4) for Lecture 6.6 - Maps (22_39).mp4 -
40.55 MB
5 - Week 4_ Types and Pattern Matching
1 - Video (MP4) for Lecture 4.1 - Polymorphism (21_09).mp4 -
1 - Video (MP4) for Lecture 4.1 - Polymorphism (21_09).mp4 -
39.44 MB
7 - Week 6_ Collections
1 - Video (MP4) for Lecture 6.1 - Other Collections (20_45).mp4 -
1 - Video (MP4) for Lecture 6.1 - Other Collections (20_45).mp4 -
37.89 MB
5 - Week 4_ Types and Pattern Matching
5 - Video (MP4) for Lecture 4.5 - Variance (Optional) (21_33).mp4 -
5 - Video (MP4) for Lecture 4.5 - Variance (Optional) (21_33).mp4 -
37.29 MB
4 - Week 3_ Data and Abstraction
5 - Video (MP4) for Lecture 3.5 - How Classes Are Organized (20_30).mp4 -
5 - Video (MP4) for Lecture 3.5 - How Classes Are Organized (20_30).mp4 -
36.33 MB
5 - Week 4_ Types and Pattern Matching
7 - Video (MP4) for Lecture 4.7 - Pattern Matching (19_36).mp4 -
7 - Video (MP4) for Lecture 4.7 - Pattern Matching (19_36).mp4 -
35.47 MB
2 - Video (MP4) for Lecture 4.2 - Objects Everywhere (19_07).mp4 -
34.58 MB
4 - Week 3_ Data and Abstraction
2 - Video (MP4) for Lecture 3.2 - More Fun With Rationals (15_08).mp4 -
2 - Video (MP4) for Lecture 3.2 - More Fun With Rationals (15_08).mp4 -
32.48 MB
5 - Week 4_ Types and Pattern Matching
6 - Video (MP4) for Lecture 4.6 - Decomposition (16_57).mp4 -
6 - Video (MP4) for Lecture 4.6 - Decomposition (16_57).mp4 -
31.45 MB
4 - Week 3_ Data and Abstraction
3 - Video (MP4) for Lecture 3.3 - Evaluation and Operators (16_25).mp4 -
3 - Video (MP4) for Lecture 3.3 - Evaluation and Operators (16_25).mp4 -
30.77 MB
6 - Week 5_ Lists
1 - Video (MP4) for Lecture 5.1 - Lists (16_20).mp4 -
1 - Video (MP4) for Lecture 5.1 - Lists (16_20).mp4 -
30.68 MB
7 - Week 6_ Collections
3 - Video (MP4) for Lecture 6.3 - Combinatorial Search Example (16_54).mp4 -
3 - Video (MP4) for Lecture 6.3 - Combinatorial Search Example (16_54).mp4 -
29.58 MB
8 - Week 7_ Lazy Evaluation
1 - Video (MP4) for Lecture 7.1 - Structural Induction on Trees (15_10).mp4 -
1 - Video (MP4) for Lecture 7.1 - Structural Induction on Trees (15_10).mp4 -
29.17 MB
6 - Week 5_ Lists
6 - Video (MP4) for Lecture 5.6 - Reduction of Lists (15_35).mp4 -
6 - Video (MP4) for Lecture 5.6 - Reduction of Lists (15_35).mp4 -
28.51 MB
3 - Week 2_ Higher Order Functions
3 - Video (MP4) for Lecture 2.3 - Currying (14_58).mp4 -
3 - Video (MP4) for Lecture 2.3 - Currying (14_58).mp4 -
26.86 MB
5 - Week 4_ Types and Pattern Matching
4 - Video (MP4) for Lecture 4.4 - Subtyping and Generics (15_02).mp4 -
4 - Video (MP4) for Lecture 4.4 - Subtyping and Generics (15_02).mp4 -
26.77 MB
2 - Week 1_ Functions & Evaluations
1 - Video (MP4) for Lecture 1.1 - Programming Paradigms (14_32).mp4 -
1 - Video (MP4) for Lecture 1.1 - Programming Paradigms (14_32).mp4 -
26.38 MB
6 - Week 5_ Lists
5 - Video (MP4) for Lecture 5.5 - Higher-Order List Functions (14_53).mp4 -
5 - Video (MP4) for Lecture 5.5 - Higher-Order List Functions (14_53).mp4 -
26.04 MB
2 - Week 1_ Functions & Evaluations
2 - Video (MP4) for Lecture 1.2 - Elements of Programming (14_25).mp4 -
2 - Video (MP4) for Lecture 1.2 - Elements of Programming (14_25).mp4 -
25.45 MB
6 - Week 5_ Lists
7 - Video (MP4) for Lecture 5.7 - Reasoning About Concat (13_00).mp4 -
7 - Video (MP4) for Lecture 5.7 - Reasoning About Concat (13_00).mp4 -
25.43 MB
4 - Week 3_ Data and Abstraction
1 - Video (MP4) for Lecture 3.1 - Functions and Data (11_50).mp4 -
1 - Video (MP4) for Lecture 3.1 - Functions and Data (11_50).mp4 -
23.8 MB
7 - Week 6_ Collections
2 - Video (MP4) for Lecture 6.2 - Combinatorial Search and For-Expressions (13_12).mp4 -
2 - Video (MP4) for Lecture 6.2 - Combinatorial Search and For-Expressions (13_12).mp4 -
23.68 MB
6 - Week 5_ Lists
2 - Video (MP4) for Lecture 5.2 - More Functions on Lists (13_04).mp4 -
2 - Video (MP4) for Lecture 5.2 - More Functions on Lists (13_04).mp4 -
23.31 MB
8 - Video (MP4) for Lecture 5.8 - A Larger Equational Proof on Lists (9_53).mp4 -
22.41 MB
8 - Week 7_ Lazy Evaluation
2 - Video (MP4) for Lecture 7.2 - Streams (12_12).mp4 -
2 - Video (MP4) for Lecture 7.2 - Streams (12_12).mp4 -
22.11 MB
3 - Week 2_ Higher Order Functions
1 - Video (MP4) for Lecture 2.1 - Tail Recursion (12_32).mp4 -
1 - Video (MP4) for Lecture 2.1 - Tail Recursion (12_32).mp4 -
21.46 MB
8 - Week 7_ Lazy Evaluation
3 - Video (MP4) for Lecture 7.3 - Lazy Evaluation (11_38).mp4 -
3 - Video (MP4) for Lecture 7.3 - Lazy Evaluation (11_38).mp4 -
21.38 MB
7 - Week 6_ Collections
5 - Video (MP4) for Lecture 6.5 - Translation of For (11_23).mp4 -
5 - Video (MP4) for Lecture 6.5 - Translation of For (11_23).mp4 -
20.9 MB
6 - Week 5_ Lists
3 - Video (MP4) for Lecture 5.3 - Pairs and Tuples (10_45).mp4 -
3 - Video (MP4) for Lecture 5.3 - Pairs and Tuples (10_45).mp4 -
19.4 MB
4 - Video (MP4) for Lecture 5.4 - Implicit Parameters (11_08).mp4 -
19.36 MB
2 - Week 1_ Functions & Evaluations
5 - Video (MP4) for Lecture 1.5 - Example_ square roots with Newton's method (11_25).mp4 -
5 - Video (MP4) for Lecture 1.5 - Example_ square roots with Newton's method (11_25).mp4 -
19.06 MB
3 - Week 2_ Higher Order Functions
2 - Video (MP4) for Lecture 2.2 - Higher-Order Functions (10_18).mp4 -
2 - Video (MP4) for Lecture 2.2 - Higher-Order Functions (10_18).mp4 -
19.06 MB
4 - Video (MP4) for Lecture 2.4 - Example_ Finding Fixed Points (10_46).mp4 -
18.55 MB
1 - Getting Started
2 - Video (MP4) for Tools Setup for Linux (12_24).mp4 -
2 - Video (MP4) for Tools Setup for Linux (12_24).mp4 -
18.48 MB
3 - Video (MP4) for Tools Setup for Mac OS X (12_17).mp4 -
17.23 MB
8 - Week 7_ Lazy Evaluation
4 - Video (MP4) for Lecture 7.4 - Computing with Infinite Sequences (9_01).mp4 -
4 - Video (MP4) for Lecture 7.4 - Computing with Infinite Sequences (9_01).mp4 -
16.34 MB
1 - Getting Started
4 - Video (MP4) for Tools Setup for Windows (10_37).mp4 -
4 - Video (MP4) for Tools Setup for Windows (10_37).mp4 -
15.7 MB
5 - Week 4_ Types and Pattern Matching
3 - Video (MP4) for Lecture 4.3 - Functions as Objects (8_04).mp4 -
3 - Video (MP4) for Lecture 4.3 - Functions as Objects (8_04).mp4 -
15.15 MB
2 - Week 1_ Functions & Evaluations
4 - Video (MP4) for Lecture 1.4 - Conditionals and Value Definitions (8_49).mp4 -
4 - Video (MP4) for Lecture 1.4 - Conditionals and Value Definitions (8_49).mp4 -
15.03 MB
7 - Week 6_ Collections
4 - Video (MP4) for Lecture 6.4 - Queries with For (7_50).mp4 -
4 - Video (MP4) for Lecture 6.4 - Queries with For (7_50).mp4 -
14.71 MB
1 - Getting Started
5 - Video (MP4) for Tutorial_ Working on the Programming Assignments (8_47).mp4 -
5 - Video (MP4) for Tutorial_ Working on the Programming Assignments (8_47).mp4 -
14.26 MB
2 - Week 1_ Functions & Evaluations
6 - Video (MP4) for Lecture 1.6 - Blocks and Lexical Scope (8_00).mp4 -
6 - Video (MP4) for Lecture 1.6 - Blocks and Lexical Scope (8_00).mp4 -
13.77 MB
8 - Week 7_ Lazy Evaluation
6 - Video (MP4) for Lecture 7.6 - Course Conclusion (5_34).mp4 -
6 - Video (MP4) for Lecture 7.6 - Course Conclusion (5_34).mp4 -
11.87 MB
2 - Week 1_ Functions & Evaluations
1 - Slides for Lecture 1.1 - Programming Paradigms (14_32).pdf -
1 - Slides for Lecture 1.1 - Programming Paradigms (14_32).pdf -
9.7 MB
3 - Week 2_ Higher Order Functions
5 - Video (MP4) for Lecture 2.5 - Scala Syntax Summary (4_13).mp4 -
5 - Video (MP4) for Lecture 2.5 - Scala Syntax Summary (4_13).mp4 -
8.63 MB
2 - Week 1_ Functions & Evaluations
3 - Video (MP4) for Lecture 1.3 - Evaluation Strategies and Termination (4_22).mp4 -
3 - Video (MP4) for Lecture 1.3 - Evaluation Strategies and Termination (4_22).mp4 -
8.26 MB
1 - Getting Started
1 - Video (MP4) for Course Introduction (2_44).mp4 -
1 - Video (MP4) for Course Introduction (2_44).mp4 -
7.31 MB
Description
Functional Programming Principles in Scala
Learn about functional programming, and how it can be effectively combined with object-oriented programming. Gain practice in writing clean functional code, using the Scala programming language.
Watch Intro Video
Informazioni sul corso
This course introduces the cornerstones of functional programming using the Scala programming language. Functional programming has become more and more popular in recent years because it promotes code that’s safe, concise, and elegant. Furthermore, functional programming makes it easier to write parallel code for today’s and tomorrow’s multiprocessors by replacing mutable variables and loops with powerful ways to define and compose functions.
Scala is a language that fuses functional and object-oriented programming in a practical package. It interoperates seamlessly with Java and its tools. Scala is now used in a rapidly increasing number of open source projects and companies. It provides the core infrastructure for sites such as Twitter, LinkedIn, Foursquare, Tumblr, and Klout.
In this course you will discover the elements of the functional programming style and learn how to apply them usefully in your daily programming tasks. You will also develop a solid foundation for reasoning about functional programs, by touching upon proofs of invariants and the tracing of execution symbolically.
The course is hands on; most units introduce short programs that serve as illustrations of important concepts and invite you to play with them, modifying and improving them. The course is complemented by a series of assignments, most of which are also programming projects.
Calendario delle lezioni
Week One: Programming paradigms; overview of functional programming and the Scala programming language.
Week Two: Defining and using functions, recursion and non-termination, working with functions as values, reasoning by reduction.
Week Three: Defining and using immutable objects, review of inheritance and dynamic binding.
Week Four: Types and Pattern Matching
Week Five: Working with Lists
Week Six: Collections and Combinatorial Search
Week Seven: Lazy Evaluation
Prerequisiti
You should have at least one year programming experience. Proficiency with Java or C# is ideal, but experience with other languages such as C/C++, Python, Javascript or Ruby is also sufficient.
Letture consigliate
The class is designed to be self-contained. For further reading on some of the ideas in the course, we recommend Structure and Interpretation of Computer Programs - 2nd Edition (MIT Electrical Engineering and Computer Science) by Abelson and Sussman, published by MIT Press. For learning more about Scala, we recommend Programming in Scala: A Comprehensive Step-by-Step Guide, 2nd Edition by Odersky, Spoon and Venners, published by Artima Press, or else Scala for the Impatient, by Horstmann, published by Addison Wesley.
Struttura del corso
The class will consist of lecture videos, which are between 6 and 15 minutes in length. These contain integrated quiz questions per video. There will also be standalone homeworks that are not part of video lectures.
Domande frequenti
Will I get a certificate after completing this class?
Yes. Students who successfully complete the class will receive a certificate signed by the instructor.
What resources will I need for this class?
You should have the following installed: - Java Virtual Machine JDK 1.6 or higher. - A Scala distribution version 2.9 or higher The recommended development environment for the course is the Scala IDE for Eclipse. It comes with a Scala distribution so if you intend to work only in Eclipse you just need to install the Scala IDE.
What is the coolest thing I'll learn if I take this class?
Write elegant code that works the first time it is run.
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