From ML Algorithms to GenAI & LLMs: Master ML Algorithms and Generative AI & LLMs with Python from scratch!: Master MAlgorithms and Generative AI & LLMs with Python from scratch!

This book is an outstanding resource for anyone wanting a strong grasp of machine learning algorithms. The explanations are crystal clear, balancing theory with practical examples perfectly. The diagrams and pseudocode really help in visualizing how algorithms work under the hood. I also appreciated the tips on best practices and common pitfalls. Whether you're a beginner or looking to deepen your knowledge, this book is a fantastic investment.

Fantastic guide for anyone looking to transition from traditional machine learning to the cutting-edge world of generative AI and large language models. The book explains complex topics like LLMs and GenAI in a beginner-friendly manner, with hands-on Python examples that make learning smooth and practical. Highly recommended for anyone starting out or wanting to upgrade their ML skills to current industry trends.

The author of this book has done an excellent job breaking down complex concepts like large language models. Best part is it is Python-based approach, making it ideal for both beginners and experienced practitioners.Highly recommended

It's an amazing book to read because it uplifted my career in many aspects as because of this book it taught me about ai nlp and many more stuff you get to learn. I still wonder how deeply knowledge this book will be provide you. Must read book by everyone it is an amazing book you get to learn a lot.

This book explains Machine Learning and GenAI concepts in a super simple and practical way. It starts from the basics and takes you all the way to advanced stuff like LLMs and Transformers. Feels like a pro is guiding you step-by-step. Perfect for students, beginners, or anyone curious about how AI works in the real world.

Gaining knowledge is always good but I did not find any unique way of interpreting the concepts in a realistic way. The presentation was simple which are available offline at no cost. Disappointed , but nothing can be done now 😞

Loved this book !!Clear, insightful, and up-to-date. Perfect for anyone looking to understand the core concepts of machine learning and artificial intelligence and real-world applications. Highly recommended!

High level book for beginners