Essential Mathematics For Artificial Intelligence And Machine Learning
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Essential Mathematics For Artificial Intelligence And Machine Learning
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Author : Akansha Bansal
language : en
Publisher: Independently Published
Release Date : 2025-06-23
Essential Mathematics For Artificial Intelligence And Machine Learning written by Akansha Bansal and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-23 with Computers categories.
A Clear, Concise, and Practical Refresher on the Core Math Concepts Behind Modern AI and ML Are you diving into the world of artificial intelligence or machine learning, but feel the need to revisit the math that drives it all? This book is your fast-track refresher on the essential mathematical foundations that every AI and ML practitioner needs to understand. Designed for students, data scientists, engineers, and curious professionals, this guide simplifies complex topics without sacrificing depth. Whether you're preparing for a course, brushing up for interviews, or building models from scratch, this reference will strengthen your understanding of the math powering today's intelligent systems.
Essential Math For Ai
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Author : Hala Nelson
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2023-01-04
Essential Math For Ai written by Hala Nelson and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-04 with Computers categories.
Many sectors and industries are eager to integrate AI and data-driven technologies into their systems and operations. But to build truly successful AI systems, you need a firm grasp of the underlying mathematics. This comprehensive guide bridges the current gap in presentation between the unlimited potential and applications of AI and its relevant mathematical foundations. Rather than discussing dense academic theory, author Hala Nelson surveys the mathematics necessary to thrive in the AI field, focusing on real-world applications and state-of-the-art models. You'll explore topics such as regression, neural networks, convolution, optimization, probability, Markov processes, differential equations, and more within an exclusive AI context. Engineers, data scientists, mathematicians, and scientists will gain a solid foundation for success in the AI and math fields.
Ai Mastery Trilogy
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Author : Andrew Hinton
language : en
Publisher: Book Bound Studios
Release Date : 1900
Ai Mastery Trilogy written by Andrew Hinton and has been published by Book Bound Studios this book supported file pdf, txt, epub, kindle and other format this book has been release on 1900 with Business & Economics categories.
Dive into the "AI Mastery Trilogy," the ultimate collection for professionals seeking to conquer the world of artificial intelligence (AI). This 3-in-1 compendium is meticulously crafted to guide you from the foundational principles of AI to the intricate mathematical frameworks and practical coding applications that will catapult your expertise to new heights. Book 1: "AI Basics for Managers" by Andrew Hinton is your gateway to understanding and implementing AI in business. It equips managers with the knowledge to navigate the AI landscape, identify opportunities, and lead their organizations toward a future of innovation and growth. Book 2: "Essential Math for AI" demystifies the mathematical backbone of AI, offering a deep dive into the core concepts that fuel AI systems. From linear algebra to game theory, this book is a treasure trove for anyone eager to grasp the numerical and logical foundations that underpin AI's transformative power. Book 3: "AI and ML for Coders" is the hands-on manual for coders ready to harness AI and machine learning in their projects. It provides a comprehensive overview of AI and ML technologies, practical coding advice, and ethical considerations, ensuring you're well-equipped to create cutting-edge, responsible AI applications. The "AI Mastery Trilogy" is more than just a set of books; it's a comprehensive learning journey designed to empower business leaders, mathematicians, and coders alike. Whether you're looking to lead, understand, or build the future of AI, this collection is an indispensable resource for mastering the art and science of one of the most exciting fields in technology. Embrace the AI revolution and secure your copy of the "AI Mastery Trilogy" today!
An Introduction To Artificial Intelligence And Machine Learning I
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Author : Manikandan Paneerselvam
language : en
Publisher: Notion Press
Release Date : 2023-07-11
An Introduction To Artificial Intelligence And Machine Learning I written by Manikandan Paneerselvam and has been published by Notion Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-11 with Computers categories.
How does our brain work in our routine life? The same way we design artificial intelligence in machines. Instead of complex straightforward theory, this book explains all logic and algorithms with the help of day-to-day examples. The language is straightforward. Besides, the examples are straightforward. We adequately cover all functions of the intelligent agent and machine learning models. This book is a sweet friend for newcomers to the AI field (this includes academic students and working professionals.). This book additionally includes statistical models. The overall intention of this book is to spread the knowledge to all kinds of readers preparing themselves to secure a visa for the upcoming AI- driven earth.
Essential Mathematics For Science And Engineering
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Author : Dr. G. Jithender Reddy, Dr. Sushma T C, Mrs. Swathi H R, Dr. Bhimanand Pandurang Gajbhare
language : en
Publisher: RK Publication
Release Date : 2025-03-13
Essential Mathematics For Science And Engineering written by Dr. G. Jithender Reddy, Dr. Sushma T C, Mrs. Swathi H R, Dr. Bhimanand Pandurang Gajbhare and has been published by RK Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-13 with Mathematics categories.
Essential Mathematics for Science and Engineering provides a clear and concise foundation in mathematical concepts critical for science and engineering students. Covering topics like algebra, calculus, differential equations, and statistics, it emphasizes practical applications, problem-solving skills, and real-world examples to support academic success and professional competence in technical fields.
Artificial Intelligence A Modern Approach In Different Fields
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Author : Prof. Rashmi Pant , Dr. Vibha Pandey & Dr. Pradeep Pandey
language : en
Publisher: Laxmi Book Publication
Release Date : 2024-12-16
Artificial Intelligence A Modern Approach In Different Fields written by Prof. Rashmi Pant , Dr. Vibha Pandey & Dr. Pradeep Pandey and has been published by Laxmi Book Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-16 with Art categories.
While highlighting the advantages of Artificial intelligence (AI) in enhancing human memory, creativity, and decision-making in daily life, the review paper also notes the difficulties and vulnerabilities involved in implementing AI. The encoding, storing, and retrieval of our experiences are powered by human memory. AI has the ability to both facilitate and impede memory encoding and retrieval, as well as aid in our knowledge of the problems facing memory research. An artist’s own creative abilities may be compromised if they depend too much on AI-generated features. When AI systems offer ready-to-eat concepts people could become unduly dependent on them rather than making their own independent creative thought processes.
Practical Machine Learning
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Author : Ally S. Nyamawe
language : en
Publisher: CRC Press
Release Date : 2025-02-07
Practical Machine Learning written by Ally S. Nyamawe and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-07 with Computers categories.
The book provides an accessible, comprehensive introduction for beginners to machine learning, equipping them with the fundamental skills and techniques essential for this field. It enables beginners to construct practical, real-world solutions powered by machine learning across diverse application domains. It demonstrates the fundamental techniques involved in data collection, integration, cleansing, transformation, development, and deployment of machine learning models. This book emphasizes the importance of integrating responsible and explainable AI into machine learning models, ensuring these principles are prioritized rather than treated as an afterthought. To support learning, this book also offers information on accessing additional machine learning resources such as datasets, libraries, pre-trained models, and tools for tracking machine learning models. This is a core resource for students and instructors of machine learning and data science looking for a beginner-friendly material which offers real-world applications and takes ethical discussions into account. The Open Access version of this book, available at http://www.taylorfrancis.com, has been made available under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license.
Essential Mathematics And Softwares For Biological Sciences
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Author : Dr. JANARDHAN KADARI
language : en
Publisher: Shashwat Publication
Release Date : 2023-06-07
Essential Mathematics And Softwares For Biological Sciences written by Dr. JANARDHAN KADARI and has been published by Shashwat Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-07 with Science categories.
Mathematical and statistical concepts are applied to cellular and molecular biology, genetics, population genetics, quantitative blochemistry, nucleic acid chemistry, microbiology, biotechnology. medicine, pharmacy, numerical taxonomy, ecology and evolution.The Coalescing of genetics, mathematics, Computers has resulted in the emergence of bioinformatics. We talk of next generationn DNA sequencing and micro array. R was created by "Rossihaka and Robert Gentleman" at university of Auckland (New Zealand) currently developed by R development core team
Essential Mathematics
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Author : Sergio Ramírez Gallardo
language : en
Publisher: Independently Published
Release Date : 2025-03-24
Essential Mathematics written by Sergio Ramírez Gallardo and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-24 with Computers categories.
"Essential Mathematics" is an essential guide for understanding the crucial role that mathematics plays in the field of Artificial Intelligence. From the most basic concepts to advanced techniques, this book offers a practical and accessible approach that enables readers to develop a solid understanding of the mathematical tools necessary to tackle the challenges of machine learning and computational intelligence. Throughout its 30 chapters, the book covers a wide variety of topics, including linear algebra, probability and statistics, optimization, and advanced statistical models. Each section not only presents the underlying theory but also emphasizes its practical application to real-world problems related to artificial intelligence. The author, with years of experience at the intersection of mathematics and technology, combines his passion for teaching with case studies and challenging exercises. This book is not just a compendium of mathematical knowledge; it is also an invitation to explore the fascinating world of artificial intelligence through the lens of mathematics. Ideal for those looking to delve deeper into this dynamic field, "Essential Mathematics" is undoubtedly one of the cornerstones of modern education in AI.
Generative Ai For Everyone
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Author : Karthikeyan Sabesan
language : en
Publisher: BPB Publications
Release Date : 2025-01-25
Generative Ai For Everyone written by Karthikeyan Sabesan and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-25 with Computers categories.
DESCRIPTION Generative AI is revolutionizing the way we interact with technology. Imagine creating hyper-realistic images, composing original music pieces, or generating creative text formats, all with the help of AI. This book provides a comprehensive exploration of generative AI and its transformative impact across various industries. This book begins with the basics of AI, explaining ML and design patterns to build a solid foundation. It delves deeply into generative AI and then progresses through machine learning, deep learning, and essential architectures such as CNNs, GANs, Diffusion, RNNs, LSTMs, and Transformers. It covers practical applications, from regression and classification to advanced use cases such as image generation, editing, document search, content summarization, and question answering. Readers will also learn to build prototypes like a Document Q&A bot, research assistant, and prompt playground, while mastering techniques such as continued pre-training, fine-tuning, model merging, retrieval-augmented generation, and agentic AI. By the end of this book, you will transform from a curious beginner to a confident, generative AI user. You will possess the knowledge and skills to explore its capabilities for creative expression, problem-solving, and even business innovation. You will be able to confidently navigate the world of generative AI, turning your ideas into reality. KEY FEATURES ● Explore the entire spectrum of generative AI, from fundamental AI concepts to advanced LLM applications. ● Includes practical examples, code snippets, and real-world case studies to enhance learning and understanding. ● Learn how to use generative AI for business applications, including ethical considerations. WHAT YOU WILL LEARN ● Explore concepts of AI, ML, deep learning, and generative AI. ● Learn about computer vision and generative image AI supported by coding examples. ● Discover NLP Techniques, Transformer architecture components and generative text AI supported by coding examples. ● Understand prompt engineering and LLM frameworks while building prototypes. ● Examine the role of LLM operations throughout the entire LLM lifecycle. ● Investigate the potential impact of generative AI on enterprises and develop business strategies. WHO THIS BOOK IS FOR This book is ideal for anyone curious about generative AI, regardless of their prior technical expertise. Whether you are a business professional, a student, an artist, or simply someone fascinated by the future of technology, this book will provide you with a clear and accessible understanding of this groundbreaking field. TABLE OF CONTENTS 1. AI Fundamentals 2. GenAI Foundation 3. GenAI for Images 4. Transforming Images with GenAI 5. GenAI for Text 6. ChatGPT 7. Large Language Model Frameworks 8. Large Language Model Operations 9. Generative AI for the Enterprise 10. Advances and Sustainability in Generative AI