2025 edition
The Machine Learning Blueprint
Master Machine Learning Step-by-Step—No Complex Math, Just Real Projects.
This hands-on book walks you through real-world projects, making complex concepts easy to grasp. Whether you're a beginner or transitioning from data analytics, you'll learn how to build and deploy machine learning models step-by-step.
With clear explanations and practical examples, you'll gain the confidence to tackle machine learning challenges and advance your career.
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What You’ll Gain From This Book
A Solid Start in Machine Learning
Understand what machine learning really is, how it works, and why it matters. You'll get real hands-on experience building and training models from scratch—no confusing math required.
How to Work with Data
Learn how to prepare, clean, and use data in Python to build smart machine learning models. You'll practice using the tools real data scientists use every day.
Build Real Machine Learning Projects
Go beyond theory. This book walks you through real-world ML projects so you can apply what you learn right away and build a portfolio that stands out.
Skills in Model Training & Evaluation
Learn how to train, test, and fine-tune your models the right way. You’ll understand what’s working, what’s not, and how to make your models better.
Master Tools Like Scikit-Learn & Pandas
Get comfortable using Python’s most popular machine learning libraries—Scikit-Learn, Pandas, and more—to build efficient workflows and real results.
Best Practices Used by Professionals
Pick up tips and tricks that save time and avoid beginner mistakes. Learn how to work smarter with ML so you can create accurate, reliable models every time.
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