Books

Reinforcement Learning for Large Language Models: A Complete Guide from Foundations to Frontiers Arun Shankar, AI Engineer at Google

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Reinforcement Learning for Large Language Models: A Complete Guide from Foundations to Frontiers Arun Shankar, AI Engineer at Google

Artificial Intelligence is evolving rapidly and at the center of this evolution is Reinforcement Learning (RL), the science of teaching machines to make better decisions through experience and feedback. In “Reinforcement Learning for Large Language Models: A Complete Guide from Foundations to Frontiers”, Arun Shankar, an Applied AI Engineer at Google presents one of the … Read more

The Ultimate #1 Collection of AI Books In Awesome-AI-Books Repository

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Artificial Intelligence (AI) has emerged as one of the most transformative technologies of the 21st century. From powering self-driving cars to enabling advanced conversational AI like ChatGPT, AI is redefining how humans interact with machines. However, mastering AI requires a strong foundation in theory, mathematics, programming and hands-on experimentation. For enthusiasts, students and professionals seeking … Read more

Mastering Large Language Models: Top #1 Complete Guide to Maxime Labonne’s LLM Course

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Mastering Large Language Models: Top #1 Complete Guide to Maxime Labonne’s LLM Course

In the rapidly evolving landscape of artificial intelligence, large language models (LLMs) have become the foundation of modern AI innovation powering tools like ChatGPT, Claude, Gemini and countless enterprise AI applications. However, building, fine-tuning and deploying these models require deep technical understanding and hands-on expertise. To bridge this knowledge gap, Maxime Labonne, a leading AI … Read more

Artificial Intelligence: A Modern Approach — The Ultimate Number 1 Guide to Learning AI by Stuart Russell and Peter Norvig

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Artificial Intelligence: A Modern Approach — The Ultimate Number 1 Guide to Learning AI by Stuart Russell and Peter Norvig

When it comes to learning artificial intelligence (AI), few resources hold as much authority as “Artificial Intelligence: A Modern Approach” by Stuart Russell and Peter Norvig. Often regarded as the “Bible of AI”, this textbook has become the most widely used academic reference in the field adopted by over 1,500 universities and institutions worldwide. Published … Read more

Build a Large Language Model From Scratch: A Step-by-Step Guide to Understanding and Creating LLMs

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Build a Large Language Model From Scratch: A Step-by-Step Guide to Understanding and Creating LLMs

In recent years, Large Language Models (LLMs) have revolutionized the world of Artificial Intelligence (AI). From ChatGPT and Claude to Llama and Mistral, these models power the conversational systems, copilots, and generative tools that dominate today’s AI landscape. However, for most developers and learners, the inner workings of these systems remain a mystery until now. … Read more

The Little Book of Deep Learning – A Complete Summary and Chapter-Wise Overview

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The Little Book of Deep Learning - A Complete Summary and Chapter-Wise Overview

In the ever-evolving world of Artificial Intelligence, deep learning continues to be the driving force behind breakthroughs in computer vision, speech recognition and natural language processing. For those seeking a clear, structured and accessible guide to understanding how deep learning really works, “The Little Book of Deep Learning” by François Fleuret is a gem. This … Read more

Pen and Paper Exercises in Machine Learning: A Free Resource to Master ML Fundamentals

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When most people think of learning machine learning (ML), they imagine coding in Python, experimenting with TensorFlow or PyTorch and building neural networks. While hands-on coding is essential, it only scratches the surface. True mastery of machine learning comes from understanding the mathematics and theoretical concepts that power these algorithms. Without that foundation, models may … Read more

7 AI Books That Can Teach You More Than a $200K Master’s Degree

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7 AI Books That Can Teach You More Than a $200K Master’s Degree

Artificial Intelligence is reshaping industries, creating opportunities for anyone with the right skills. But you don’t need a $200K master’s degree to break into this field. The smartest path is often self-learning with the right resources. In this blog, we’ll explore 7 AI Books that not only explain core concepts but also give you hands-on … Read more

Transformers, Reasoning & Beyond: A Powerful Deep Dive with Antonio Gulli

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Transformers, Reasoning & Beyond: A Powerful Deep Dive with Antonio Gulli

Artificial Intelligence has reached an inflection point. From research labs to enterprise applications, transformer architectures and their successors have become the driving force of innovation. To truly understand this evolution and where it’s headed, few voices are as authoritative as Antonio Gulli who has now released a landmark book that spans the theory, practice and … Read more

AIPython & Online Learning Resources for Artificial Intelligence: Foundations of Computational Agents (3rd Edition)

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AIPython & Online Learning Resources for Artificial Intelligence: Foundations of Computational Agents (3rd Edition)

Artificial Intelligence (AI) is no longer just an abstract concept studied in research labs- it’s shaping industries, driving innovation and transforming the way humans interact with technology. To build truly intelligent systems, however, learners need both a solid theoretical foundation and practical hands-on tools. That’s where Artificial Intelligence: Foundations of Computational Agents (3rd Edition) by … Read more

Agentic Design Patterns – A Hands-On Guide to Building Intelligent Systems by Google’s Antonio Gulli

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Agentic Design Patterns – A Hands-On Guide to Building Intelligent Systems by Google’s Antonio Gulli

Artificial Intelligence is entering a new era. No longer limited to answering questions or generating text, today’s systems are evolving into autonomous agents – intelligent entities that can reason, plan, collaborate, and act. This shift requires a structured way of thinking about design and implementation. Antonio Gulli’s Agentic Design Patterns: A Hands-On Guide to Building … Read more