TGx:Lynda - Programming Foundations - Discrete Mathematics [AhLaN]

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Lynda - Programming Foundations - Discrete Mathematics [AhLaN]

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561.39 MB

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57d160e7f094429f9767ea352307945ebc8a6f27

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23-07-2020 15:38

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File	Size
1 - Introduction/01 - Welcome.mp4	23.13 MB
1 - Introduction/02 - What you should know.mp4	1.61 MB
1 - Introduction/03 - Using the exercise files.mp4	1.77 MB
2 - 1. Discrete Math Uses/04 - Basics of discrete mathematics.mp4	5.28 MB
2 - 1. Discrete Math Uses/05 - Discrete math for programming.mp4	5.44 MB
2 - 1. Discrete Math Uses/06 - Real-world discrete math.mp4	5.44 MB
2 - 1. Discrete Math Uses/07 - Abstract discrete math.mp4	4.31 MB
3 - 2. Sets/08 - Objects as sets.mp4	6.88 MB
3 - 2. Sets/09 - Set notation.mp4	8.48 MB
3 - 2. Sets/10 - Set operations.mp4	7.19 MB
3 - 2. Sets/11 - Power sets.mp4	9.92 MB
3 - 2. Sets/12 - Sequences and sums.mp4	15.73 MB
3 - 2. Sets/13 - Recursion.mp4	19.10 MB
3 - 2. Sets/14 - Cardinality, disjointness, and partitions.mp4	5.31 MB
3 - 2. Sets/15 - Sets from Cartesian products.mp4	4.56 MB
3 - 2. Sets/16 - Challenge - Practice with sets.mp4	1.94 MB
3 - 2. Sets/17 - Solution - Practice with sets.mp4	15.59 MB
4 - 3. Setting Up SML/18 - Functional programming.mp4	6.93 MB
4 - 3. Setting Up SML/19 - Datatypes.mp4	6.42 MB
4 - 3. Setting Up SML/20 - Characters and strings.mp4	7.88 MB
4 - 3. Setting Up SML/21 - Recursive functions.mp4	7.47 MB
4 - 3. Setting Up SML/22 - Challenge - Learn SML.mp4	3.84 MB
4 - 3. Setting Up SML/23 - Solution - Create new data types.mp4	3.77 MB
5 - 4. Analyzing Data Sequences/24 - Use SML to create lists.mp4	8.17 MB
5 - 4. Analyzing Data Sequences/25 - Perform functions on lists.mp4	6.94 MB
5 - 4. Analyzing Data Sequences/26 - Create datatypes that use lists.mp4	4.96 MB
5 - 4. Analyzing Data Sequences/27 - Challenge - Model a lunch order.mp4	2.65 MB
5 - 4. Analyzing Data Sequences/28 - Solution - Model a lunch order.mp4	6.96 MB
6 - 5. Effective Arguments and Defensible Decisions/29 - Valid reasoning and inference.mp4	16.00 MB
6 - 5. Effective Arguments and Defensible Decisions/30 - Truth tables.mp4	10.45 MB
6 - 5. Effective Arguments and Defensible Decisions/31 - Identify and evaluate predicates.mp4	15.39 MB
6 - 5. Effective Arguments and Defensible Decisions/32 - Conditional propositions.mp4	12.41 MB
6 - 5. Effective Arguments and Defensible Decisions/33 - Valid arguments.mp4	9.66 MB
6 - 5. Effective Arguments and Defensible Decisions/34 - Rules of inference.mp4	10.13 MB
6 - 5. Effective Arguments and Defensible Decisions/35 - Prove logical equivalence.mp4	9.83 MB
6 - 5. Effective Arguments and Defensible Decisions/36 - Challenge - Write truth tables.mp4	2.25 MB
6 - 5. Effective Arguments and Defensible Decisions/37 - Solution - Write truth tables.mp4	10.49 MB
7 - 6. Proofs Made Easy/38 - Write a general outline for a proof.mp4	91.39 MB
7 - 6. Proofs Made Easy/39 - Write subset proofs.mp4	6.81 MB
7 - 6. Proofs Made Easy/40 - Evaluate conditional proofs.mp4	20.89 MB
7 - 6. Proofs Made Easy/41 - Understand biconditional proofs.mp4	9.22 MB
7 - 6. Proofs Made Easy/42 - Prove with mathematical induction.mp4	24.61 MB
7 - 6. Proofs Made Easy/43 - Challenge - Write a proof.mp4	2.01 MB
7 - 6. Proofs Made Easy/44 - Solution - Write a proof.mp4	9.86 MB
8 - 7. Advanced Discrete Math Topics/45 - Visualize data with graph theory.mp4	5.61 MB
8 - 7. Advanced Discrete Math Topics/46 - Network optimization with trees.mp4	5.74 MB
8 - 7. Advanced Discrete Math Topics/47 - Event probability.mp4	8.02 MB
8 - 7. Advanced Discrete Math Topics/48 - Cryptography.mp4	45.42 MB
8 - 7. Advanced Discrete Math Topics/49 - Challenge - Advanced techniques.mp4	2.29 MB
8 - 7. Advanced Discrete Math Topics/50 - Solution - Advanced techniques.mp4	12.25 MB
9 - Conclusion/51 - Next steps.mp4	11.67 MB
AhLaN.txt	175.00 B
Exercise Files/Ch02/02_09/02_09 Challenge.pdf	110.41 kB
Exercise Files/Ch02/02_10/02_10 Solution.pdf	123.96 kB
Exercise Files/Ch05/05_08/05_08_Challenge.pdf	78.00 kB
Exercise Files/Ch05/05_09/05_09_Solution.pdf	236.91 kB
Exercise Files/Ch06/06_06/06_06_Challenge.pdf	221.10 kB
Exercise Files/Ch06/06_07/06_07_Solution.pdf	43.99 kB
Exercise Files/Ch07/07_05/07_05 Challenge.pdf	41.46 kB
Exercise Files/Ch07/07_06/07_06_Solution.pdf	181.21 kB
Exercise Files/Reference/Logic Reference.pdf	111.61 kB
Exercise Files/Reference/Set Identities.pdf	66.47 kB
Exercise Files/Reference/Set Theory.pdf	113.41 kB
Seed Me!!.png	42.05 kB

Description

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Proudly Presents
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Lynda - Programming Foundations - Discrete Mathematics [AhLaN]

SUPPLiER.....................................: WWW RELEASE DATE......: 23/07/20
Uploader.....................................: abidmail Collector.........: abidmail

... RELEASE iNFORMATiON ...

GENERAL INFO
Instructor : Peggy Fisher
Duration : 3h 10m
Released : 3/9/2016

... 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