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Mathematics for Digital Science, Volume 1: Fundamentals (ISTE Consignment) 1st Edition 2025 Complete

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Mathematics for Digital Science, Volume 1: Fundamentals (ISTE Consignment) 1st Edition Over the past century, advancements in computer science have consistently resulted from extensive mathematical work. Even today, innovations in the digital domain continue to be grounded in a strong mathematical foundation. To succeed in this profession, both today's students and tomorrow’s computer engineers need a solid mathematical background. The goal of this book series is to offer a solid foundation of the knowledge essential to working in the digital sector. Across three volumes, it explores fundamental principles, digital information, data analysis, and optimization. Whether the reader is pursuing initial training or looking to deepen their expertise, the Mathematics for Digital Science series revisits familiar concepts, helping them refresh and expand their knowledge while also introducing equally essential, newer topics.

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Institution
Mathematics for Digital Science
Course
Mathematics for Digital Science

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Uploaded on
February 22, 2025
Number of pages
482
Written in
2024/2025
Type
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,Table of Contents
Cover
Table of Contents
Title Page
Copyright Page
Preface
1 The Concept of Logic
1.1. Syllogisms
1.2. Elementary operations of propositional calculus
1.3. Tools of deductive reasoning
1.4. Quantification
1.5. Prenex forms and pure forms
2 Sets and Relationships
2.1. Generalities
2.2. Algebra of sets
2.3. Parts and partitions
2.4. Cartesian product
2.5. Binary relationships
2.6. Properties of relationships
2.7. Applications
3 Counting and Combinatorial Analysis
3.1. Set cardinals
3.2. Permutations, arrangements, combinations
3.3. Properties of binomial coefficients
3.4. Stirling’s formula
4 Boolean Algebra and Boolean Functions
4.1. Special elements of an ordered set

, 4.2. Lattice
4.3. Boolean algebra
4.4. Boolean functions
5 Logic Circuits
5.1. Canonical forms of a Boolean function
5.2. Reduction of a Boolean function
5.3. Karnaugh tables
5.4. Elementary logic circuits
5.5. A little on electronics
5.6. Construction of logical functions
5.7. A basic circuit: the binary adder
6 Arithmetic
6.1. Reminder about integers
6.2. Euclidean division
6.3. Divisibility and prime numbers
6.4. GCD and LCM
6.5. Congruencies
6.6. Elliptic curves
6.7. Identity, theorem and Bézout algorithm
7 Error Protection
7.1. General context
7.2. Linear codes
7.3. Polynomial codes
7.4. Convolutional codes
8 Encryption Systems
8.1. Substitution and transposition
8.2. Substitution methods
8.3. Transposition methods
8.4. Asymmetric systems

, 8.5. DES – secret key system
8.6. RSA – public key system
8.7. Cryptography with elliptic curves
8.8. Quantum cryptography
8.9. Appendix: The Crow and the Fox
9 Probabilities
9.1. Chance
9.2. Counting and probabilities
9.3. Events and probabilities
9.4. Statistics and probabilities
9.5. Compound probabilities
9.6. Graphs, states, transitions
9.7. Markov chains
10 Descriptive Statistics
10.1. Statistical description
10.2. Graphical representations
10.3. Position parameters
10.4. Dispersion parameters
10.5. Linear adjustment
10.6. Chronological series
10.7. Covariance and correlation
11 Probability Laws and Simulation
11.1. Random variables
11.2. Mathematical expectation, variance and standard deviation
11.3. Distribution function
11.4. Usual probability laws
11.5. General information on simulation
11.6. Generating programs
11.7. M/M/1 waiting system

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