Artificial Intelligence and Machine Learning Guide: AI Fundamentals: Beginner-to-Advanced Guide
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This expertly structured 15-chapter guide takes you step-by-step through the foundations of AI and ML, starting from basic concepts such as supervised and unsupervised learning, data preprocessing, and ML algorithms, and gradually advancing to powerful topics like neural networks, deep learning, natural language processing (NLP), reinforcement learning, and transfer learning.
The book emphasizes practical understanding through real-world examples, industry use cases, and clear explanations that make even complex AI concepts easy to grasp. Readers will also explore model evaluation metrics, AI scalability, ethical AI practices, and model deployment strategies used in modern intelligent systems.
Whether you are a student, working professional, developer, data analyst, or technology enthusiast, this guide equips you with the essential knowledge needed to confidently navigate today’s rapidly evolving AI-driven world.
Key highlights of this book include:
• Clear explanations of AI and Machine Learning fundamentals
• Practical insights into data preprocessing and ML algorithms
• In-depth coverage of neural networks and deep learning
• Introduction to Natural Language Processing (NLP) and reinforcement learning
• Real-world AI case studies and applications
• Ethical considerations and the societal impact of AI
• Future trends and challenges in Artificial Intelligence
Artificial Intelligence and Machine Learning Guide: AI Fundamentals is an ideal learning companion for beginners starting their AI journey as well as professionals seeking to strengthen their conceptual foundation and practical understanding of intelligent technologies.
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Neural networks guide
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NLP basics
Reinforcement learning
Data preprocessing in ML
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Future of AI
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AI Ethics
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Apie autorių
Amol Mahajan is a passionate writer and self-improvement enthusiast
who believes in the power of positive thinking and purposeful living.
Through his books, he aims to inspire readers to develop a growth mindset,
build confidence, and create a meaningful life. His writing style is simple,
practical,and focused on real-life applications of personal development principles.
AKM Publication is a reliable and emerging digital
publishing platform committed to disseminating knowledge, education, and literature to readers.
Our goal is to provide readers with simple, useful, and inspiring content through high-quality e-books.
We publish books on diverse subjects such as education, self-development,
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so that readers of all backgrounds can have better learning opportunities.
Our mission is — “To make knowledge accessible to all,in a simple and convenient way.”
