Sign-In
Cart
Mastering Machine Learning with PyTorch, TensorFlow, Scikit-Learn, and Modern Transformers: A Hands-On Guide for Beginners and Beyond
Paperback
Publisher: Independently Published
Published: Sep 2 2025
Pages: 264
Weight: 1.02
Height: 0.55 Width: 7.00 Depth: 10.00
Language: English
Are you eager to unlock the world of machine learning, but feel overwhelmed by complex code, technical jargon, or the fear of making mistakes?
You're not alone. Every great programmer, data scientist, and AI engineer started where you are-full of curiosity, yet unsure where to begin.
This book is your friendly, step-by-step guide to conquering those doubts and building the confidence you need to thrive in today's fast-moving tech landscape. Written especially for beginners-no coding or math experience required-Mastering Machine Learning with PyTorch, TensorFlow, Scikit-Learn, and Modern Transformers turns intimidating theory into approachable, practical learning that anyone can follow.
What makes this book different?
Warm, Accessible Explanations: Every topic is broken down in plain English, making even the toughest concepts feel manageable.
Real-World, Hands-On Projects: Learn by doing-work through projects that use real data and the same Python tools top companies use: PyTorch, TensorFlow, scikit-learn, and Hugging Face Transformers.
Step-by-Step Coding Walkthroughs: You'll never feel lost. Each project is documented with easy-to-follow instructions and plenty of encouragement.
Mistakes Are Welcome Here: This book normalizes trial and error, celebrates small wins, and supports you through every aha! moment and every stumble.
Designed for Career Changers and Lifelong Learners: Whether you're switching to a tech career, upskilling for the future, or just exploring, you'll find guidance tailored to your journey.
Inside, you'll discover how to:
Set up your computer for machine learning, even if you've never programmed before
Understand core concepts like supervised/unsupervised learning, neural networks, and deep learning
Build and train your own AI models using Python's most popular libraries
Create end-to-end data science and NLP projects with PyTorch, TensorFlow, and Transformers
Troubleshoot common errors with confidence-and know how to keep learning beyond this book
Key Takeaways:
You don't need to be a math whiz or a coding expert to get started-just an open mind and a willingness to try.
Every chapter is written as if a supportive friend is guiding you, celebrating every step forward.
By the end, you'll not only understand machine learning-you'll have built real projects you can be proud of.
Ready to begin your machine learning journey with confidence?
Don't let fear or confusion hold you back. Open this book and let a trusted mentor guide you-step by step-from your very first line of code to building your own real-world AI projects.
Join thousands of beginners who have discovered the joy of machine learning-one small, empowering step at a time. Your adventure starts now.
Also from
Koele, Haider
Angular 21 Fundamentals Unlocked: The Complete Beginner's Blueprint for Building Modern Web Apps with Ease
Koele, Haider
Paperback
Full-Stack Web Apps Made Easy: Next.js 15, TypeScript, Tailwind CSS 4, and Node.js 22 for Beginners
Koele, Haider
Paperback
Angular 20 Essentials: Master Components, Routing, and Services for Dynamic Web Apps
Koele, Haider
Paperback
Modern Web Development with Vue.js 3 and Nuxt.js 4: From Fundamentals to Deployment
Koele, Haider
Paperback
Advanced Angular 20: Reactive Programming, State Management & Enterprise Patterns
Koele, Haider
Paperback
Angular 20 Full-Stack Projects: Real-World Applications with Node.js, Firebase & REST APIs
Koele, Haider
Paperback
Angular 20 for Beginners: Build Modern Web Apps with Step-by-Step Hands-On Projects
Koele, Haider
Paperback
Angular 20 UI & Tailwind CSS: Build Beautiful, Responsive Interfaces with Material, Tailwind, and Modern Design
Koele, Haider
Paperback
The Gradient Boosting Guidebook: Build High-Performance Models with XGBoost, LightGBM, and Scikit-Learn
Koele, Haider
Paperback
Multi-Agent Reinforcement Learning for Beginners to Pro: Step-by-Step Guide to Building Intelligent Agents
Koele, Haider
Paperback
Getting Started with Node.js and Express.js: A Beginner's Guide to Modern Web Development
Koele, Haider
Paperback
Full-Stack Web Development with Angular and NestJS: Build Modern Applications from Scratch
Koele, Haider
Paperback
Scikit-Learn, XGBoost, and LightGBM for Beginners: Step-by-Step Machine Learning for Real-World Applications
Koele, Haider
Paperback
Building Intelligent Applications with PyTorch and Transformer Models: Step-by-Step for Beginners and Beyond
Koele, Haider
Paperback
Modern Machine Learning with PyTorch and Hugging Face: Build Intelligent Applications from Scratch
Koele, Haider
Paperback
Angular 20 Fundamentals: Step-by-Step Beginner's Guide to Building Modern Web Applications
Koele, Haider
Paperback
Spring Boot 3 and React 19 for Beginners: Build Full-Stack Web Apps with Ease
Koele, Haider
Paperback
Full-Stack Web Development with Angular 20 and Spring Boot: Modern Solutions for Real-World Applications
Koele, Haider
Paperback
Mastering Multi-Agent Reinforcement Learning: From Foundations to Simulations
Koele, Haider
Paperback
Modern Web Development with React 19 and Svelte 5: Build Fast, Interactive User Interfaces from Scratch
Koele, Haider
Paperback
Node.js Design Patterns for Developers: Build Scalable and Maintainable Applications
Koele, Haider
Paperback
Full-Stack JavaScript for Beginners: Build Real Projects with Node.js and Leading Frameworks
Koele, Haider
Paperback
Meteor.js Full-Stack Development with React and Angular: The Complete Beginner's Guide to Building Modern Web Apps
Koele, Haider
Paperback
Angular 20 Real-World Projects: Hands-On Solutions for Building Powerful, Production-Ready Web Apps
Koele, Haider
Paperback
Mastering Angular & Node.js: The Complete Guide to Enterprise-Ready Full-Stack TypeScript Applications
Koele, Haider
Paperback
Hands-On Edge AI: End-to-End Deployment with TensorFlow Lite, ONNX, and Core ML
Koele, Haider
Paperback
Full-Stack Web Development with Angular 20 and ASP.NET Core 9: Build Modern Applications Step by Step
Koele, Haider
Paperback
Also in
Programming
Interactive Theorem Proving and Program Development: Coq'art: The Calculus of Inductive Constructions
Castéran, Pierre
Bertot, Yves
Hardcover
Seven Databases in Seven Weeks: A Guide to Modern Databases and the Nosql Movement
Redmond, Eric
Wilson, Jim
Perkins, Luc
Paperback
The Legend of Zelda(tm) Tears of the Kingdom - The Complete Official Guide: Collector's Edition
Piggyback
Hardcover
Python Crash Course, 3rd Edition: A Hands-On, Project-Based Introduction to Programming
Matthes, Eric
Paperback
Crisis Engineering: Time-Tested Tools for Turning Chaos Into Clarity
Weaver, Matthew
Dickerson, Mikey
Nitze, Marina
Paperback
Vibe Coding: Building Production-Grade Software with Genai, Chat, Agents, and Beyond
Kim, Gene
Yegge, Steve
Paperback
Accelerate: The Science of Lean Software and DevOps: Building and Scaling High Performing Technology Organizations
Humble, Jez
Kim, Gene
Forsgren Phd, Nicole
Paperback
Embedded Systems with ARM Cortex-M Microcontrollers in Assembly Language and C: Fourth Edition
Zhu, Yifeng
Paperback
The Legend of Zelda(tm) Tears of the Kingdom - The Complete Official Guide: Standard Edition
Piggyback
Paperback
I Have an App Idea: The Essential Guide to Building an App Without Tech Skills
Spann, Amanda
Paperback
Fundamentals of Software Architecture: A Modern Engineering Approach
Ford, Neal
Richards, Mark
Paperback
AI Projects with Raspberry Pi: High-Performance Artificial Intelligence for Robotics, Security, Home Automation, and Vision
Hattersley, Lucy
Jepson, Brian
Paperback
The Manager's Path: A Guide for Tech Leaders Navigating Growth and Change
Fournier, Camille
Paperback
Make: Electronics: Learning by Discovery: A Hands-On Primer for the New Electronics Enthusiast
Platt, Charles
Paperback
The Devops Handbook, 2nd Edition: How to Create World-Class Agility, Reliability, & Security in Technology Organizations
Kim, Gene
Humble, Jez
Debois, Patrick
Paperback
Building Applications with AI Agents: Designing and Implementing Multiagent Systems
Albada, Michael
Paperback
The Developer's Guide to AI: A Field Guide for the Working Developer
Thompson, Danny
Orshalick, Jacob
Reghunadh, Jerry M.
Paperback
Cracking the Coding Interview: 189 Programming Questions and Solutions
McDowell, Gayle Laakmann
Paperback
The New AI Cold War: Liberty vs. Tyranny in the Age of Machine Empires
Maginnis, Ltc Robert L.
Paperback
Learning Web Design: A Beginner's Guide to Html, Css, Javascript, and Web Images
Robbins, Jennifer
Paperback
The Staff Engineer's Path: A Guide for Individual Contributors Navigating Growth and Change
Reilly, Tanya
Paperback
Software Architecture: The Hard Parts: Modern Trade-Off Analyses for Distributed Architectures
Ford, Neal
Richards, Mark
Sadalage, Pramod
Paperback
The Official Raspberry Pi Handbook 2026: Astounding Projects with Raspberry Pi Computers
Makers of Raspberry Pi Official Magazine, The
Paperback
Linux Basics for Hackers, 2nd Edition: Getting Started with Networking, Scripting, and Security in Kali
Occupytheweb
Paperback
SQL QuickStart Guide: The Simplified Beginner's Guide to Managing, Analyzing, and Manipulating Data With SQL
Shields, Walter
Hardcover
The Pragmatic Programmer: Your Journey to Mastery, 20th Anniversary Edition
Hunt, Andrew
Thomas, David
Hardcover
Generative AI Design Patterns: Solutions to Common Challenges When Building Genai Agents and Applications
Lakshmanan, Valliappa
Hapke, Hannes
Paperback
Forecasting: Principles and Practice, the Pythonic Way
Hyndman, Rob J.
Athanasopoulos, George
Paperback
Observability Engineering: Achieving Production Excellence
Miranda, George
Majors, Charity
Fong-Jones, Liz
Paperback
Head First Design Patterns: Building Extensible and Maintainable Object-Oriented Software
Robson, Elisabeth
Freeman, Eric
Paperback
Frictionless: 7 Steps to Remove Barriers, Unlock Value, and Outpace Your Competition in the AI Era
Forsgren, Nicole
Noda, Abi
Paperback
The Return on AI: From Promise to Profit in the Age of Intelligent Business
Sawhney, Mohanbir
Mittal, Ashwin
Paperback
Arduino Programming for Beginners: A Comprehensive Beginner's Guide to Learn the Realms of Arduino Programming from A-Z
Protosmith, Ada
Paperback
Building AI-Powered Products: The Essential Guide to AI and Genai Product Management
Nika, Marily
Paperback
Grokking Algorithms, Second Edition: An Illustrated Guide for Programmers and Other Curious People
Bhargava, Aditya Y.
Paperback
Concrete Mathematics: A Foundation for Computer Science
Knuth, Donald
Graham, Ronald
Patashnik, Oren
Hardcover
Debugging: The 9 Indispensable Rules for Finding Even the Most Elusive Software and Hardware Problems
Agans, David J.
Paperback
Learning Generative AI Tools for Excel: Speed Up Your Everyday Tasks with Microsoft Excel, Copilot, Chatgpt, and Beyond
Duca, Angelica Lo
Paperback
Learning Domain-Driven Design: Aligning Software Architecture and Business Strategy
Khononov, Vlad
Paperback
This Is Service Design Doing: Applying Service Design Thinking in the Real World
Hormess, Markus Edgar
Stickdorn, Marc
Lawrence, Adam
Paperback
The Software Architect Elevator: Redefining the Architect's Role in the Digital Enterprise
Hohpe, Gregor
Paperback
Computer Science from Scratch: Building Interpreters, Art, Emulators and ML in Python
Kopec, David
Paperback
Python Programming for Young Coders: A Hands-On, Project-Based Introduction to Coding for Beginners, Kids, and Teens
Pandey, Anand
Paperback
Learning Php, MySQL & JavaScript: A Step-By-Step Guide to Creating Dynamic Websites
Nixon, Robin
Paperback
Software Engineering at Google: Lessons Learned from Programming Over Time
Wright, Hyrum
Winters, Titus
Manshreck, Tom
Paperback
Prompt Engineering for Llms: The Art and Science of Building Large Language Model-Based Applications
Berryman, John
Ziegler, Albert
Paperback
Living a Jewish Life, Revised and Updated: Jewish Traditions, Customs, and Values for Today's Families
Diamant, Anita
Cooper, Howard
Paperback
Articulating Design Decisions: Communicate with Stakeholders, Keep Your Sanity, and Deliver the Best User Experience
Greever, Tom
Paperback
Pro C# 10 with .Net 6: Foundational Principles and Practices in Programming
Troelsen, Andrew
Japikse, Phil
Paperback
Adobe Photoshop, 2nd Edition: A Complete Course and Compendium of Features
Laskevitch, Stephen
Paperback
Kubernetes in Action, Second Edition: Deploying and Managing Containers and Cloud-Native Applications
Luksa, Marko
Conner, Kevin
Paperback
Spies, Lies, and Algorithms: The History and Future of American Intelligence
Zegart, Amy B.
Paperback
Site Reliability Engineering: How Google Runs Production Systems
Jones, Chris
Beyer, Betsy
Murphy, Niall Richard
Paperback
Ruined by Design: How Designers Destroyed the World, and What We Can Do to Fix It
Monteiro, Mike
Paperback
Electronic Music and Sound Design - Theory and Practice with Max 9 - Volume 1 (Fifth Edition)
Cipriani, Alessandro
Maurizio, Giri
Paperback