Machine Learning for Beginners: A Complete Beginner to Advanced Guide with Python Projects Learn AI, Deep Learning, Algorithms, and Data Science Step by Step

Β· Aravind Choudhary
6 reviews
Ebook
226
Pages

About this ebook

Unlock the power of Artificial Intelligence and Machine Learning with this complete hands-on guide designed for beginners, students, developers, and data science enthusiasts. This book takes you step-by-step through the core concepts of Machine Learning using practical examples, real-world projects, and easy-to-understand explanations.

Learn how machines analyze data, recognize patterns, make predictions, and build intelligent systems using Python and modern Machine Learning libraries. From fundamental algorithms to advanced AI techniques, this book covers everything needed to start your Machine Learning journey confidently.

Inside this book, you will learn:


Introduction to Machine Learning and Artificial Intelligence

Supervised and Unsupervised Learning

Regression and Classification Algorithms

Decision Trees, Random Forest, and SVM

Neural Networks and Deep Learning Basics

Data Preprocessing and Feature Engineering

Model Training, Testing, and Evaluation

Python Libraries: NumPy, Pandas, Matplotlib, Scikit-Learn, and TensorFlow

Real-World Machine Learning Projects

Interview Questions and Practical Exercises

Whether you are preparing for interviews, building AI applications, improving your programming skills, or starting a career in Data Science, this book provides a strong practical foundation in Machine Learning.

Perfect for:


Beginners and Students

Python Developers

AI and Data Science Learners

Software Engineers

College Projects and Self-Learning

Start building intelligent applications and master Machine Learning with practical coding examples and industry-focused projects.

Unlock the power of Artificial Intelligence and Machine Learning with this complete hands-on guide designed for beginners, students, developers, and data science enthusiasts. This book takes you step-by-step through the core concepts of Machine Learning using practical examples, real-world projec...

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Ratings and reviews

6 reviews
Lucky Binjwe
June 9, 2026
best e-book AI ML & Deep learning 😊
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Geecomindia
June 13, 2026
Captivating from start to finish.
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Shivam Mistry
June 19, 2026
Effective learning resource
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About the author

Arvind Choudhary is an experienced Software Developer, Corporate Trainer, and Technology Mentor from India with around 12 years of professional experience in the IT industry. He has worked extensively for 8 years as a developer and 4 years as a corporate trainer, helping students, professionals, and organizations build strong technical skills in modern software technologies.

He specializes in Java Full Stack Development, Python Full Stack Development, MERN Stack, Flutter, Android Development, Artificial Intelligence (AI), Machine Learning (ML), Generative AI, Agentic AI, AI Agents, and Android Firmware Development.

Throughout his career, Arvind Choudhary has trained and mentored numerous students and working professionals through live projects, practical implementation, industry-focused training, and real-world application development. His teaching approach focuses on simplifying complex technical concepts into easy-to-understand practical learning experiences.

As an author and trainer, he is passionate about sharing knowledge in emerging technologies including Generative AI, AI Automation, Prompt Engineering, Large Language Models (LLMs), and modern software engineering practices. His goal is to help learners become industry-ready developers and technology innovators.

Arvind Choudhary continues to contribute to the technology community through technical training, content creation, software development, and educational initiatives focused on next-generation technologies.


Arvind Choudhary is an experienced Software Developer, Corporate Trainer, and Technology Mentor from India with around 12 years of professional experience in the IT industry. He has worked extensively for 8 years as a developer and 4 years as a corporate trainer, helping students, professionals, ...

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