Lynda - Programming Foundations - Discrete Mathematics [AhLaN]
- CategoryOther
- TypeTutorials
- LanguageEnglish
- Total size561.4 MB
- Uploaded Byabidmail
- Downloads241
- Last checkedJul. 26th '20
- Date uploadedJul. 25th '20
- Seeders 27
- Leechers9
Infohash : 57D160E7F094429F9767EA352307945EBC8A6F27
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Lynda - Programming Foundations - Discrete Mathematics [AhLaN]
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GENERAL INFO
Instructor : Peggy Fisher
Duration : 3h 10m
Released : 3/9/2016
Source : https://www.lynda.com/Programming-Foundations-tutorials/Foundations-Programming-Discrete-Mathematics/411376-2.html
... About This Course ...
What is discrete math, and how does it apply to programming? Math is an important part of all programming. Discrete mathematics is the study of mathematical structures that are unique (aka discrete). Think integers, graphs, and logical statements—things we use a lot in programming. Discrete math can be used for software design specifications, analysis of algorithms, and other practical applications, but it's really a great tool to develop as a programmer. Put simply, it's a building block for logical thinking.
This course relies on an open-source SML (standard machine language) library to demo the concepts behind discrete math. Peggy Fisher shows you how to manipulate sets of data, write proofs and truth tables, analyze data sequences, and visualize data using graph theory. Challenges at the end of every chapter allow you to test your knowledge. By the end of the course, you should be able to make the leap from theory to using discrete math in practice: saving time and resulting in code that's cleaner and easier to maintain in the long run.
Topics include:
Real-world discrete math
Objects as sets
Set notation and operations
Standard machine language (SML) setup
Working with data types, strings, and functions in SML
Analyzing data sequences
Writing truth tables
Identifying and evaluating predicates
Validating arguments
Writing proofs: subset, conditional, and biconditional proofs
Visualizing data with graphs
Advanced discrete math techniques
Files:
Lynda - Programming Foundations - Discrete Mathematics [AhLaN] 7 - 6. Proofs Made Easy- 38 - Write a general outline for a proof.mp4 (91.4 MB)
- 39 - Write subset proofs.mp4 (6.8 MB)
- 40 - Evaluate conditional proofs.mp4 (20.9 MB)
- 41 - Understand biconditional proofs.mp4 (9.2 MB)
- 42 - Prove with mathematical induction.mp4 (24.6 MB)
- 43 - Challenge - Write a proof.mp4 (2.0 MB)
- 44 - Solution - Write a proof.mp4 (9.9 MB)
- Seed Me!!.png (42.0 KB) 1 - Introduction
- 01 - Welcome.mp4 (23.1 MB)
- 02 - What you should know.mp4 (1.6 MB)
- 03 - Using the exercise files.mp4 (1.8 MB)
- 04 - Basics of discrete mathematics.mp4 (5.3 MB)
- 05 - Discrete math for programming.mp4 (5.4 MB)
- 06 - Real-world discrete math.mp4 (5.4 MB)
- 07 - Abstract discrete math.mp4 (4.3 MB)
- 08 - Objects as sets.mp4 (6.9 MB)
- 09 - Set notation.mp4 (8.5 MB)
- 10 - Set operations.mp4 (7.2 MB)
- 11 - Power sets.mp4 (9.9 MB)
- 12 - Sequences and sums.mp4 (15.7 MB)
- 13 - Recursion.mp4 (19.1 MB)
- 14 - Cardinality, disjointness, and partitions.mp4 (5.3 MB)
- 15 - Sets from Cartesian products.mp4 (4.6 MB)
- 16 - Challenge - Practice with sets.mp4 (1.9 MB)
- 17 - Solution - Practice with sets.mp4 (15.6 MB)
- 18 - Functional programming.mp4 (6.9 MB)
- 19 - Datatypes.mp4 (6.4 MB)
- 20 - Characters and strings.mp4 (7.9 MB)
- 21 - Recursive functions.mp4 (7.5 MB)
- 22 - Challenge - Learn SML.mp4 (3.8 MB)
- 23 - Solution - Create new data types.mp4 (3.8 MB)
- 24 - Use SML to create lists.mp4 (8.2 MB)
- 25 - Perform functions on lists.mp4 (6.9 MB)
- 26 - Create datatypes that use lists.mp4 (5.0 MB)
- 27 - Challenge - Model a lunch order.mp4 (2.7 MB)
- 28 - Solution - Model a lunch order.mp4 (7.0 MB)
- 29 - Valid reasoning and inference.mp4 (16.0 MB)
- 30 - Truth tables.mp4 (10.5 MB)
- 31 - Identify and evaluate predicates.mp4 (15.4 MB)
- 32 - Conditional propositions.mp4 (12.4 MB)
- 33 - Valid arguments.mp4 (9.7 MB)
- 34 - Rules of inference.mp4 (10.1 MB)
- 35 - Prove logical equivalence.mp4 (9.8 MB)
- 36 - Challenge - Write truth tables.mp4 (2.2 MB)
- 37 - Solution - Write truth tables.mp4 (10.5 MB)
- AhLaN.txt (0.2 KB) 8 - 7. Advanced Discrete Math Topics
- 45 - Visualize data with graph theory.mp4 (5.6 MB)
- 46 - Network optimization with trees.mp4 (5.7 MB)
- 47 - Event probability.mp4 (8.0 MB)
- 48 - Cryptography.mp4 (45.4 MB)
- 49 - Challenge - Advanced techniques.mp4 (2.3 MB)
- 50 - Solution - Advanced techniques.mp4 (12.3 MB)
- 51 - Next steps.mp4 (11.7 MB)
- 02_09 Challenge.pdf (110.4 KB)
- 02_10 Solution.pdf (124.0 KB)
- 05_08_Challenge.pdf (78.0 KB)
- 05_09_Solution.pdf (236.9 KB)
- 06_06_Challenge.pdf (221.1 KB)
- 06_07_Solution.pdf (44.0 KB)
- 07_05 Challenge.pdf (41.5 KB)
- 07_06_Solution.pdf (181.2 KB)
- Logic Reference.pdf (111.6 KB)
- Set Identities.pdf (66.5 KB)
- Set Theory.pdf (113.4 KB)
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