Ai Fundamentals Building Technical Knowledge From The Ground Up

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Ai Fundamentals Building Technical Knowledge From The Ground Up

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Author : Alan Knox
language : en
Publisher: Alan Knox
Release Date : 2025-07-11

Ai Fundamentals Building Technical Knowledge From The Ground Up written by Alan Knox and has been published by Alan Knox this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-11 with Computers categories.

Stop being intimidated by AI. Start understanding it. Artificial intelligence is transforming every industry, but you don't need a computer science degree to understand how it works. This book bridges the gap between AI hype and practical knowledge, giving business professionals the technical literacy to navigate the AI revolution confidently. What You'll Learn · How AI systems actually work, from algorithms to large language models · When and why to use different AI approaches for real problems · Practical implementation strategies, from data collection to deployment · Responsible AI development and ethical considerations · How to evaluate AI opportunities and manage AI projects successfully Perfect For Business executives, project managers, consultants, product managers, and entrepreneurs who need to make informed decisions about AI strategy and implementation. Your Competitive Advantage The most sophisticated AI in the world is worthless if you can't evaluate it, implement it, or use it effectively. This book provides the foundation for turning AI capabilities into business value. No technical background required. Just curiosity and willingness to learn.

Kickstart Artificial Intelligence Fundamentals

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Author : Dr. S.Mahesh Anand
language : en
Publisher: Orange Education Pvt Ltd
Release Date : 2025-03-29

Kickstart Artificial Intelligence Fundamentals written by Dr. S.Mahesh Anand and has been published by Orange Education Pvt Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-29 with Computers categories.

TAGLINE Master AI Fundamentals and Build Real-World Machine Learning and Deep Learning Solutions KEY FEATURES ● Hands-on AI guide with Python, TensorFlow, and Keras implementations. ● Step-by-step walkthroughs of Machine Learning, Artificial Neural Networks (ANN), Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), and Long Short-Term Memory (LSTM) models. ● Bridges AI theory with real-world applications and coding exercises. DESCRIPTION AI is transforming industries, driving innovation, and shaping the future of technology. A strong foundation in AI fundamentals is essential for anyone looking to stay ahead in this rapidly evolving field. Kickstart Artificial Intelligence Fundamentals is a comprehensive companion designed to demystify core AI concepts, covering Machine Learning, Deep Learning, and Neural Networks. Tailored for all AI enthusiasts, this book provides hands-on Python implementation using the TensorFlow-Keras framework, ensuring a seamless learning experience from theory to practice. Bridging the gap between concepts and real-world applications, this book offers intuitive explanations, mathematical foundations, and practical use cases. Readers will explore supervised and unsupervised Machine Learning models, master Convolutional Neural Networks for image classification, and leverage Long Short-Term Memory networks for time-series forecasting. Each chapter includes coding examples and guided exercises, making it an invaluable resource for both beginners and advanced learners. Beyond technical expertise, this book explores emerging trends like Generative AI and ethical considerations in AI, preparing readers for the challenges and opportunities in the field. This book will provide you the essential knowledge and hands-on experience to stay competitive. Don’t get left behind—embrace AI and future-proof your career today! WHAT WILL YOU LEARN ● Build and train machine learning models for real-world datasets. ● Apply neural networks to classification and regression tasks. ● Implement CNNs and LSTMs for vision and sequence modeling. ● Solve AI problems using Python, TensorFlow, and Keras. ● Fine-tune pre-trained models for domain-specific applications. ● Explore generative AI for creative and industrial use cases. WHO IS THIS BOOK FOR? This book is tailored for students in AI courses at leading universities and professionals transitioning into AI. Suitable for undergraduates in BE, BTech, BCA, MCA, and related fields, as well as data scientists, software engineers, and analysts, it bridges AI theory with hands-on Python applications. Whether you're a beginner or an expert, this guide equips you with essential AI and GenAI skills. TABLE OF CONTENTS 1. Introduction and Evolution of AI Technologies 2. Modern Approach to AI 3. Introduction to Machine Learning 4. Regression Versus Classification Model 5. Naive Bayes as a Linear Classifier 6. Tree-Based Machine Learning Models 7. Distance-Based Machine Learning Models 8. Support Vector Machines 9. Introduction to Artificial Neural Networks 10. Training Neural Networks 11. Introduction to Convolutional Neural Networks 12. Classification Using CNN 13. Pre-trained CNN Architectures 14. Introduction to Recurrent Neural Networks 15. Introduction to Long Short-Term Memory (LSTM) 16. Application of LSTM in NLP and TS Forecasting 17. Emerging Trends and Ethical Considerations in AI Index

The Complete Guide To Building And Running An Ai Agency

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Author : AI Profit Lab
language : en
Publisher: AI Profit Lab
Release Date :

The Complete Guide To Building And Running An Ai Agency written by AI Profit Lab and has been published by AI Profit Lab this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.

Want to dominate the booming AI industry? Build and scale a profitable AI agency that delivers real results, attracts top clients, and stands out in a crowded market. Are you struggling to navigate the fast-changing AI landscape? Finding it hard to attract clients, master new technologies, or grow your agency? You’re not alone—but it doesn’t have to be this way. Inside The Complete Guide to Building and Running an AI Agency, you’ll discover how to: - Identify key opportunities in the AI revolution. - Attract and retain high-value clients. - Build a talented, innovative team. - Deliver exceptional projects with the right technologies. - Scale your business and future-proof your agency. The Complete Guide to Building and Running an AI Agency is your essential guide to creating a standout AI business that thrives in a competitive market. Start building your dream agency today. Get your copy now!

Artificial Intelligence And Applications

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Author : Hamid R. Arabnia
language : en
Publisher: Springer Nature
Release Date : 2025-05-02

Artificial Intelligence And Applications written by Hamid R. Arabnia and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-02 with Computers categories.

This book constitutes the proceedings of the 26th International Conference on Artificial Intelligence and Applications, ICAI 2024, held as part of the 2024 World Congress in Computer Science, Computer Engineering and Applied Computing, in Las Vegas, USA, during July 22 to July 25, 2024. The 38 full papers included in this book were carefully reviewed and selected from 376 submissions. They have been organized in topical sections as follows: Deep convolutional neural networks, ANNs, and applications; machine learning and novel applications; large language models and applications; data science, recognition and authentication methods and applications; artificial intelligence and applications; XXIV Technical Session on Applications of Advanced AI Techniques to information management for solving company-related problems.

Analytical Skills For Ai And Data Science

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Author : Daniel Vaughan
language : en
Publisher: O'Reilly Media
Release Date : 2020-05-21

Analytical Skills For Ai And Data Science written by Daniel Vaughan and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-21 with Computers categories.

While several market-leading companies have successfully transformed their business models by following data- and AI-driven paths, the vast majority have yet to reap the benefits. How can your business and analytics units gain a competitive advantage by capturing the full potential of this predictive revolution? This practical guide presents a battle-tested end-to-end method to help you translate business decisions into tractable prescriptive solutions using data and AI as fundamental inputs. Author Daniel Vaughan shows data scientists, analytics practitioners, and others interested in using AI to transform their businesses not only how to ask the right questions but also how to generate value using modern AI technologies and decision-making principles. You’ll explore several use cases common to many enterprises, complete with examples you can apply when working to solve your own issues. Break business decisions into stages that can be tackled using different skills from the analytical toolbox Identify and embrace uncertainty in decision making and protect against common human biases Customize optimal decisions to different customers using predictive and prescriptive methods and technologies Ask business questions that create high value through AI- and data-driven technologies

Ai Mastery For Business Success 3 Books In 1

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Author : AI Profit Lab
language : en
Publisher: AI Profit Lab
Release Date :

Ai Mastery For Business Success 3 Books In 1 written by AI Profit Lab and has been published by AI Profit Lab this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.

Unlock Advanced Strategies to Scale Your Business, Boost Efficiency, and Thrive in the Artificial Intelligence Economy Master the strategies top professionals and businesses use to harness artificial intelligence and stay ahead of the competition. Are outdated processes, inefficiencies, and uncertainty about AI holding your business back? Struggling to attract clients, streamline operations, or implement AI effectively? The fast-changing AI landscape can feel overwhelming—but with the right strategies, it can become your greatest asset. This 3-in-1 guide combines The Complete Guide to Building and Running an AI Agency, Accelerate Your Business with AI, and The Complete Guide to Prompt Engineering to give you the tools to integrate AI, attract high-value clients, and thrive in an AI-driven world. Inside, you’ll learn: ✅ How to build and scale a profitable AI agency that stands out in the market. ✅ Proven strategies to streamline operations, reduce costs, and boost efficiency using AI. ✅ The art of prompt engineering to unlock AI’s full potential for superior results. ✅ Real-world case studies showcasing successful AI adoption. ✅ AI applications in marketing, HR, and customer experience to give your business a competitive edge. ✅ How to stay ahead of AI trends and adopt ethical practices for long-term success. Whether you're building an AI agency, integrating AI into your business, or mastering tools like ChatGPT, this guide has you covered. Stop falling behind—transform your business with AI today. Get your copy of AI Mastery for Business Success 3 Books in 1 and thrive in the AI economy! 🚀

The Ai Evolution

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Author : Barrett Williams
language : en
Publisher: Barrett Williams
Release Date : 2025-04-02

The Ai Evolution written by Barrett Williams and has been published by Barrett Williams this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-02 with Technology & Engineering categories.

Discover the compelling and transformative journey unfolding in "The AI Evolution," a groundbreaking eBook that takes you deep into the world of artificial intelligence and its ethical landscape. As AI continues to shape our future, understanding its implications becomes ever more crucial. This book serves as your essential guide to navigating the complex ethical dimensions surrounding AI. Begin your exploration with the origins and evolution of AI, tracing its significant milestones and innovations. Delve into the foundational principles of AI ethics, uncovering the major ethical frameworks that govern this rapidly advancing field. As you progress, gain insights into diverse governance models, from regulatory approaches across the globe to industry-driven self-regulation strategies. Privacy in the AI era presents unprecedented challenges. "The AI Evolution" sheds light on data usage intricacies and the pivotal right to be forgotten. Bias in algorithms can have far-reaching effects, making the analysis of bias and strategies for mitigation integral to the narrative. The societal impact of AI is profound, touching every facet of life—from workforce transformations to social inequality. Explore the opportunities and challenges presented by AI in healthcare, and consider the ethical dilemmas that the future may hold. International perspectives offer a comparative look at Western and Eastern philosophies on AI ethics, enhancing your understanding of global approaches. Through engaging case studies, learn from real-world applications, such as autonomous vehicles and AI's role in surveillance. Discover how to construct ethical AI from the ground up and integrate it seamlessly into business models. Public perception, media representation, and the ethical application of AI in education and national security also form crucial parts of this all-encompassing discourse. "The AI Evolution" not only outlines the current landscape but also looks ahead, proposing global ethical standards and collaborative efforts to pave the way for future societies. Prepare for a thought-provoking journey that challenges and inspires, empowering you to contribute to the ethical development of AI in our world.

Fundamentals Of Microfabrication

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Author : Marc J. Madou
language : en
Publisher: CRC Press
Release Date : 2018-10-08

Fundamentals Of Microfabrication written by Marc J. Madou and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-08 with Technology & Engineering categories.

MEMS technology and applications have grown at a tremendous pace, while structural dimensions have grown smaller and smaller, reaching down even to the molecular level. With this movement have come new types of applications and rapid advances in the technologies and techniques needed to fabricate the increasingly miniature devices that are literally changing our world. A bestseller in its first edition, Fundamentals of Microfabrication, Second Edition reflects the many developments in methods, materials, and applications that have emerged recently. Renowned author Marc Madou has added exercise sets to each chapter, thus answering the need for a textbook in this field. Fundamentals of Microfabrication, Second Edition offers unique, in-depth coverage of the science of miniaturization, its methods, and materials. From the fundamentals of lithography through bonding and packaging to quantum structures and molecular engineering, it provides the background, tools, and directions you need to confidently choose fabrication methods and materials for a particular miniaturization problem. New in the Second Edition Revised chapters that reflect the many recent advances in the field Updated and enhanced discussions of topics including DNA arrays, microfluidics, micromolding techniques, and nanotechnology In-depth coverage of bio-MEMs, RF-MEMs, high-temperature, and optical MEMs. Many more links to the Web Problem sets in each chapter

Aurora Secrets

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Author : Eleanor Hawking
language : en
Publisher: Publifye AS
Release Date : 2025-01-30

Aurora Secrets written by Eleanor Hawking and has been published by Publifye AS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-30 with Science categories.

'Aurora Secrets' unravels the mesmerizing phenomenon of the northern lights, offering a comprehensive exploration of the intricate physics behind these celestial displays. The book masterfully weaves together three key themes: the fundamental physics of aurora formation, Earth's magnetic field dynamics, and the complex solar-terrestrial relationship that creates these spectacular light shows. Through carefully crafted explanations and analogies, readers discover how charged particles from the Sun interact with our planet's magnetic shield to produce the brilliant colors that dance across polar skies. Starting with historical perspectives and ancient myths, the narrative progresses through essential physics concepts before delving into the Sun's crucial role in auroral activity. The book examines how solar wind and coronal mass ejections travel through space to interact with Earth's magnetosphere, making complex atmospheric physics accessible to readers with basic science knowledge. Particular attention is given to the various forms and colors of auroras, supported by current research methods and data from recent space missions. The book distinguishes itself by bridging the gap between technical scientific literature and popular science, incorporating practical information for aurora viewing and photography alongside sophisticated concepts in space weather and plasma physics. It serves as an invaluable resource for educators, amateur astronomers, and science enthusiasts, combining theoretical understanding with practical observation techniques. The interdisciplinary approach highlights the connection between aurora studies and modern technology, including satellite communications and power grid infrastructure protection.

Genai On Aws

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Author : Olivier Bergeret
language : en
Publisher: John Wiley & Sons
Release Date : 2025-03-19

Genai On Aws written by Olivier Bergeret and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-19 with Computers categories.

The definitive guide to leveraging AWS for generative AI GenAI on AWS: A Practical Approach to Building Generative AI Applications on AWS is an essential guide for anyone looking to dive into the world of generative AI with the power of Amazon Web Services (AWS). Crafted by a team of experienced cloud and software engineers, this book offers a direct path to developing innovative AI applications. It lays down a hands-on roadmap filled with actionable strategies, enabling you to write secure, efficient, and reliable generative AI applications utilizing the latest AI capabilities on AWS. This comprehensive guide starts with the basics, making it accessible to both novices and seasoned professionals. You'll explore the history of artificial intelligence, understand the fundamentals of machine learning, and get acquainted with deep learning concepts. It also demonstrates how to harness AWS's extensive suite of generative AI tools effectively. Through practical examples and detailed explanations, the book empowers you to bring your generative AI projects to life on the AWS platform. In the book, you'll: Gain invaluable insights from practicing cloud and software engineers on developing cutting-edge generative AI applications using AWS Discover beginner-friendly introductions to AI and machine learning, coupled with advanced techniques for leveraging AWS's AI tools Learn from a resource that's ideal for a broad audience, from technical professionals like cloud engineers and software developers to non-technical business leaders looking to innovate with AI Whether you're a cloud engineer, software developer, business leader, or simply an AI enthusiast, Gen AI on AWS is your gateway to mastering generative AI development on AWS. Seize this opportunity for an enduring competitive advantage in the rapidly evolving field of AI. Embark on your journey to building practical, impactful AI applications by grabbing a copy today.