16 Free E-books to kick-start your Artificial Intelligence Programming

m4sterph0enix

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If you have been searching for AI books to help you with a good start then you have come to the right place this book covers the basics to high-end stuff.

1. A Course in Machine Learning​

Machine learning is the study of computer systems that learn from data and experience. It is applied in an incredibly wide variety of application areas, from medicine to advertising, from military to pedestrian. Any area in which you need to make sense of data is a potential customer of machine learning.

Download At: Link 18

2. Simply Logical: Intelligent Reasoning by Example​

An introduction to Prolog programming for artificial intelligence covering both basic and advanced AI material. A unique advantage to this work is the combination of AI, Prolog and Logic. Each technique is accompanied by a program implementing it. Seeks to simplify the basic concepts of logic programming. Contains exercises and authentic examples to help facilitate the understanding of difficult concepts.

Download At : Link 5

3. Logic for Computer Science: Foundations of Automatic Theorem Proving​

Covers the mathematical logic necessary to computer science, emphasizing algorithmic methods for solving proofs. Treatment is self-contained, with all required mathematics contained in Chapter 2 and the appendix. Provides readable, inductive definitions and offers a unified framework using Getzen systems.

Download At : Link 6

4. Artificial Intelligence: Foundations of Computational Agents​

This textbook, aimed at junior to senior undergraduate students and first-year graduate students, presents artificial intelligence (AI) using a coherent framework to study the design of intelligent computational agents. By showing how basic approaches fit into a multidimensional design space, readers can learn the fundamentals without losing sight of the bigger picture.

Download At : Link 4

5. Practical Artificial Intelligence Programming in Java​

This book has been written for both professional programmers and home hobbyists who already know how to program in Java and who want to learn practical AI programming techniques. In the style of a “cookbook”, the chapters in this book can be studied in any order. Each chapter follows the same pattern: motivation for learning a technique, some theory for the technique, and a Java example program that you can experiment with.

Download At : Link 5

6. Essentials of Metaheuristics​

The book covers a wide range of algorithms, representations, selection and modification operators, and related topics, and includes 70 figures and 133 algorithms great and small.

Download At : Link 2

7. A Quick and Gentle Guide to Constraint Logic Programming​

Introductory and down-to-earth presentation of Constraint Logic Programming, an exciting software paradigm, more and more popular for solving combinatorial as well as continuous constraint satisfaction problems and constraint optimization problems.

Download At : Link 2

8. Clever Algorithms: Nature-Inspired Programming Recipes​

This book provides a handbook of algorithmic recipes from the fields of Metaheuristics, Biologically Inspired Computation and Computational Intelligence that have been described in a complete, consistent, and centralised manner. These standardized descriptions were carefully designed to be accessible, usable, and understandable.

Download At : Link 2

9. Clever Algorithms: The Mathematical Logic distribution​

Covers the mathematical logic necessary to computer science, emphasizing algorithmic methods for solving proofs. Provides readable, inductive definitions and offers a unified framework using Getzen systems. Offers unique coverage of congruence, and contains an entire chapter devoted to SLD resolution and logic programming (PROLOG).

Download At : Link 6

10. Common LISP: A Gentle Introduction to Symbolic Computation​

This highly accessible introduction to Lisp is suitable both for novices approaching their first programming language and experienced programmers interested in exploring a key tool for artificial intelligence research.

Download At : Link 4

11. Bio-Inspired Computational Algorithms and Their Applications​

This book integrates contrasting techniques of genetic algorithms, artificial immune systems, particle swarm optimization, and hybrid models to solve many real-world problems. The works presented in this book give insights into the creation of innovative improvements over algorithm performance, potential applications on various practical tasks, and a combination of different techniques.

Download At : Link 2

12. The Quest for Artificial Intelligence​

This book traces the history of the subject, from the early dreams of eighteenth-century (and earlier) pioneers to the more successful work of today’s AI engineers.

Download At : Link 4

13. Planning Algorithms​

Planning algorithms are impacting technical disciplines and industries around the world, including robotics, computer-aided design, manufacturing, computer graphics, aerospace applications, drug design, and protein folding. Written for computer scientists and engineers with interests in artificial intelligence, robotics, or control theory, this is the only book on this topic that tightly integrates a vast body of literature from several fields into a coherent source for teaching and reference in a wide variety of applications.

Download At : Link 1

14. Virtual Reality – Human-Computer Interaction​

At present, virtual reality has an impact on information organization and management and even changes the design principle of information systems, which will make it adapt to application requirements. The book aims to provide a broader perspective of virtual reality on development and application.

Download At : Link 4

15. Machine Learning, Neural and Statistical Classification​

This book is based on the EC (ESPRIT) project StatLog which compares and evaluated a range of classification techniques, with an assessment of their merits, disadvantages and range of application. This integrated volume provides a concise introduction to each method and reviews comparative trials in large-scale commercial and industrial problems.

Download At : Link 1

16. The World and Mind of Computation and Complexity​

With the increase in the development of technology, there is research going into the development of human-like artificial intelligence that can be self-aware and act just like humans. This book explores the possibilities of artificial intelligence and how we may be close to developing a true artificially intelligent being.

Download At : Link 4
 

visiter2020

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good resources what books recommend to improving fast knowledge in neuronal networks and machine learning
 
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