Python For Scientific Computing And Artificial Intelligence

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Python For Scientific Computing And Artificial Intelligence

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Author : Stephen Lynch
language : en
Publisher: CRC Press
Release Date : 2023-04-28

Python For Scientific Computing And Artificial Intelligence written by Stephen Lynch and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-28 with Computers categories.

Python for Scientific Computing and Artificial Intelligence is split into 3 parts: in Section 1, the reader is introduced to the Python programming language and shown how Python can aid in the understanding of advanced High School Mathematics. In Section 2, the reader is shown how Python can be used to solve real-world problems from a broad range of scientific disciplines. Finally, in Section 3, the reader is introduced to neural networks and shown how TensorFlow (written in Python) can be used to solve a large array of problems in Artificial Intelligence (AI). This book was developed from a series of national and international workshops that the author has been delivering for over twenty years. The book is beginner friendly and has a strong practical emphasis on programming and computational modelling. Features: No prior experience of programming is required Online GitHub repository available with codes for readers to practice Covers applications and examples from biology, chemistry, computer science, data science, electrical and mechanical engineering, economics, mathematics, physics, statistics and binary oscillator computing Full solutions to exercises are available as Jupyter notebooks on the Web Support Material GitHub Repository of Python Files and Notebooks: https://github.com/proflynch/CRC-Press/ Solutions to All Exercises: Section 1: An Introduction to Python: https://drstephenlynch.github.io/webpages/Solutions_Section_1.html Section 2: Python for Scientific Computing: https://drstephenlynch.github.io/webpages/Solutions_Section_2.html Section 3: Artificial Intelligence: https://drstephenlynch.github.io/webpages/Solutions_Section_3.html

Python For Scientific Computation And Artificial Intelligence

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Author : Stephen Lynch
language : en
Publisher: C&h/CRC Press
Release Date : 2023

Python For Scientific Computation And Artificial Intelligence written by Stephen Lynch and has been published by C&h/CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with Artificial intelligence categories.

"Python for Scientific Computation and Artificial Intelligence is split into 3 parts: in Section 1, the reader is introduced to the Python programming language and shown how Python can aid in the understanding of advanced High School Mathematics. In Section 2, the reader is shown how Python can be used to solve real-world problems from a broad range of scientific disciplines. Finally, in Section 3, the reader is introduced to neural networks and shown how TensorFlow (written in Python) can be used to solve a large array of problems in Artificial Intelligence (AI). This book was developed from a series of national and international workshops that the author has been delivering for over twenty years. The book is beginner friendly and has a strong practical emphasis on programming and computational modelling. Features: No prior experience of programming is required. Online GitHub repository available with codes for readers to practice. Covers applications and examples from biology, chemistry, computer science, data science, electrical and mechanical engineering, economics, mathematics, physics, statistics and binary oscillator computing. Full solutions to exercises are available as Jupyter notebooks on the Web"--

Python For Artificial Intelligence And Data Science

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Author : Mr.G.Hubert
language : en
Publisher: SK Research Group of Companies
Release Date : 2024-09-10

Python For Artificial Intelligence And Data Science written by Mr.G.Hubert and has been published by SK Research Group of Companies this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-10 with Computers categories.

Mr.G.Hubert, Assistant Professor & Head, Department of Artificial Intelligence, S.I.V.E.T. College, Chennai, Tamil Nadu, India. Dr.Sowmya Naik.P.T, Professor & Head, Department of Computer Science and Engineering, City Engineering College, Bengaluru, Karnataka, India. Dr.Ambika.P.R, Professor, Department of Computer Science and Engineering, City Engineering College, Bengaluru, Karnataka, India. Mrs.Laxmi.M.C, Assistant Professor, Department of Computer Science and Engineering, City Engineering College, Bengaluru, Karnataka, India.

Artificial Intelligence Algorithms Using Python

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Author : Dr Gauri M. Dhopavkar
language : en
Publisher: RK Publication
Release Date : 2024-12-31

Artificial Intelligence Algorithms Using Python written by Dr Gauri M. Dhopavkar and has been published by RK Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-31 with Computers categories.

Artificial Intelligence Algorithms Using Python the fundamentals and advanced concepts of AI algorithms through practical Python implementations. Covering machine learning, deep learning, natural language processing, and reinforcement learning, this provides a hands-on approach to building intelligent systems. It delves into algorithm design, optimization techniques, and real-world applications, making it ideal for students, researchers, and professionals. With a strong focus on code-driven learning, it enables readers to develop AI models efficiently using Python libraries such as Tensor Flow, scikit -learn, and PyTorch, bridging the gap between theoretical concepts and practical implementation.

Python For Ai

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Author : Robert Johnson
language : en
Publisher: HiTeX Press
Release Date : 2024-10-23

Python For Ai written by Robert Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-23 with Computers categories.

"Python for AI: Applying Machine Learning in Everyday Projects" is a comprehensive guide designed for anyone keen to delve into the transformative world of artificial intelligence using the potent yet accessible Python programming language. This book meticulously covers essential AI concepts, offering readers a structured path from understanding basic Python syntax to implementing sophisticated machine learning models. With a blend of foundational theories and practical applications, each chapter deftly guides readers through relevant techniques and tools, such as TensorFlow, Keras, and scikit-learn, that are crucial for modern AI development. Whether you are a beginner taking your first steps into AI or someone with programming experience seeking to expand your skill set, this book ensures you are equipped with the knowledge needed to tackle real-world challenges. It goes beyond mere theory, providing insights into deploying and integrating AI models, handling large datasets, and effectively developing solutions applicable across various industries. By the end of this journey, readers will not only grasp the intricacies of AI projects but also gain the confidence to innovate and contribute significantly to the evolving landscape of artificial intelligence.

Python Programming A Modern Approach

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Author : Dr. J. Jayaganesh
language : en
Publisher: RK Publication
Release Date : 2024-06-28

Python Programming A Modern Approach written by Dr. J. Jayaganesh and has been published by RK Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-28 with Computers categories.

Python Programming – A Modern Approach that introduces readers to Python, emphasizing clarity and practical application. Designed for both beginners and seasoned programmers, the book covers fundamental concepts, advanced programming techniques, and best practices in Python. It includes hands-on examples, problem-solving strategies, and real-world applications, making it a valuable resource for mastering Python. This modern approach to learning Python prepares readers for both academic study and professional software development, fostering a deep understanding of the language and its versatility in diverse programming domains.

Learn Python From An Expert The Complete Guide With Artificial Intelligence

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Author : Edson L P Camacho
language : en
Publisher:
Release Date : 2023-06-08

Learn Python From An Expert The Complete Guide With Artificial Intelligence written by Edson L P Camacho and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-08 with Computers categories.

The Ultimate Guide to Advanced Python and Artificial Intelligence: Unleash the Power of Code! Are you ready to take your Python programming skills to the next level and dive into the exciting world of artificial intelligence? Look no further! We proudly present the comprehensive book written by renowned author Edson L P Camacho: "Advanced Python: Mastering AI." In today's rapidly evolving technological landscape, the demand for AI professionals is soaring. Python, with its simplicity and versatility, has become the go-to language for AI development. Whether you are a seasoned Pythonista or a beginner eager to learn, this book is your gateway to mastering AI concepts and enhancing your programming expertise. What sets "Advanced Python: Mastering AI" apart from other books is its unparalleled combination of in-depth theory and hands-on practicality. Edson L P Camacho, a leading expert in the field, guides you through every step, from laying the foundation of Python fundamentals to implementing cutting-edge AI algorithms. Here's a glimpse of what you'll find within the pages of this comprehensive guide: 1. Python Fundamentals: Review and reinforce your knowledge of Python basics, including data types, control flow, functions, and object-oriented programming. Build a solid foundation to tackle complex AI concepts. 2. Data Manipulation and Visualization: Learn powerful libraries such as NumPy, Pandas, and Matplotlib to handle and analyze data. Understand how to preprocess and visualize data effectively for AI applications. 3. Machine Learning Essentials: Dive into the world of machine learning and explore popular algorithms like linear regression, decision trees, support vector machines, and neural networks. Discover how to train, evaluate, and optimize models for various tasks. 4. Deep Learning and Neural Networks: Delve deeper into neural networks, the backbone of modern AI. Gain insights into deep learning architectures, including convolutional neural networks (CNNs) and recurrent neural networks (RNNs). Implement advanced techniques like transfer learning and generative models. 5. Natural Language Processing (NLP): Explore the fascinating field of NLP and learn how to process and analyze textual data using Python. Discover techniques like sentiment analysis, named entity recognition, and text generation. 6. Computer Vision: Unleash the power of Python for image and video analysis. Build computer vision applications using popular libraries like OpenCV and TensorFlow. Understand concepts like object detection, image segmentation, and image captioning. 7. Reinforcement Learning: Embark on the exciting journey of reinforcement learning. Master the fundamentals of Q-learning, policy gradients, and deep Q-networks. Create intelligent agents that can learn and make decisions in dynamic environments. "Advanced Python: Mastering AI" not only equips you with the theoretical knowledge but also provides numerous real-world examples and projects to reinforce your understanding. Each chapter is accompanied by practical exercises and coding challenges to sharpen your skills and boost your confidence. Don't miss the opportunity to stay ahead in this AI-driven era. Order your copy of "Advanced Python: Mastering AI" today and unlock the full potential of Python programming with artificial intelligence. Take your career to new heights and become a proficient AI developer. Get ready to write the code that shapes the future!

Python Programming

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Author : Dr D Venu Gopal, Mrs T Mounika, Mr P Nagarjun, Ms K Sanjana
language : en
Publisher: Blue Rose Publishers
Release Date : 2024-03-06

Python Programming written by Dr D Venu Gopal, Mrs T Mounika, Mr P Nagarjun, Ms K Sanjana and has been published by Blue Rose Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-06 with Computers categories.

Highly beneficial for students across disciplines, this book is an excellent resource for learning Python programming. It encompasses both theoretical concepts and practical programs, offering a comprehensive approach to skill development. The inclusion of exercises provides students with ample opportunities to apply and reinforce their understanding of the material. Whether beginners or those seeking to deepen their Python proficiency, the book caters to diverse learning needs. The combination of theoretical knowledge, hands-on programming, and practical exercises makes it an invaluable tool for students looking to grasp the intricacies of Python programming for various academic disciplines.

Python Textbook

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Author : Manish Soni
language : en
Publisher:
Release Date : 2024-12-04

Python Textbook written by Manish Soni and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-04 with Study Aids categories.

This book aims to be your comprehensive guide on your Python programming journey. Whether you are a complete beginner or a seasoned developer looking to deepen your Python knowledge, we have something for everyone. With hands-on examples, real-world projects, and deep explorations of Python's features and capabilities, this book will serve as both a tutorial and a reference.

Python For Beginners

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Author : Dr. Premnarayan Arya
language : en
Publisher: AG PUBLISHING HOUSE (AGPH Books)
Release Date : 2022-07-20

Python For Beginners written by Dr. Premnarayan Arya and has been published by AG PUBLISHING HOUSE (AGPH Books) this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-20 with Study Aids categories.

Python is widely used in the process of producing websites and applications, as well as for automating tasks, analysing data, and visualising data. Python is used for a wide range of day-to-day operations, including the organisation of money, by many non-programmers such as accountants and scientists. This is due to the fact that Python is reasonably straightforward to learn. Python is a high-level, interpreted, general-purpose, and dynamic programming language that places an emphasis on the readability of its source code. Python is often rated as one of the most widely used and rapidly expanding programming languages in the world. Python is a programming language that is effective, adaptable, and simple to use. In addition to that, the community around Python is quite active. Because it is compatible with a wide variety of programming paradigms, it finds widespread use. In addition to that, it manages memory on its own automatically. Students of engineering or anybody else interested in learning the fundamentals of Python will find this book to be an excellent resource. This book covers a wide range of subjects, all of which are designed to broaden the readers' horizons of knowledge. Furthermore, by reading this book, students may improve their capacity for learning and better prepare themselves for tests using the ideas that are iv presented here. This book is packed with knowledge that can be put to good use and is presented in a manner that makes it accessible to readers of all reading levels. If you read this book chapter by chapter, you will have a much better comprehension of the ideas that are presented in this book since each chapter makes a significant contribution. All of the chapters in this book were prepared after extensive study was conducted in the topic area, and readers may also anticipate gaining a significant amount of information on a wide range of other topics as a direct consequence of reading this book. Python for beginners book has given an overview of the basic principles that lie behind python, and by reading it, we will also gain a knowledge of the ways in which python may be advantageous fields. By reading this book, you will be able to get an understanding of the many diverse fields in which Python may be used