Introduction to Machine Learning with Python: A Hands-On Guide to Implementing Machine Learning Algorithms

Name: Introduction to Machine Learning with Python: A Hands-On Guide to Implementing Machine Learning Algorithms
Brand: Atlantic Books
SKU: 9798286718528
Price: 1823.0 INR
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by Rafael Sanders , Miguel Farmer , Boozman Richard

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ISBN13: 9798286718528
Binding: Paperback
Subject: N/A
Publisher: Independently Published
Publisher Imprint: Independently Published
Publication Date: June 6, 2025
Pages: 162
Original Price: GBP 16.19
Language: English
Edition: N/A
Item Weight: 227 grams
BISAC Subject(s): Languages / Python

About The Book

Unlock the Power of Machine Learning-With Real Python Code

Want to understand how machines learn from data-and how to build your own intelligent systems?
Introduction to Machine Learning with Python is your practical, beginner-friendly path to mastering machine learning concepts and bringing them to life using Python.

Designed for programmers, data analysts, and aspiring ML engineers, this hands-on guide demystifies core techniques and walks you through implementing them step by step-no advanced math required.

What You'll Learn:

Machine learning fundamentals explained in plain English
How to prepare, clean, and split data for training and testing
Supervised learning: linear regression, decision trees, k-NN, SVM
Unsupervised learning: clustering, dimensionality reduction
Introduction to neural networks and deep learning
How to evaluate model performance with accuracy, precision, recall
Real-world projects using scikit-learn, NumPy, pandas, and matplotlib
Practical tips for tuning models and avoiding overfitting
A workflow you can follow to build your own ML systems

Packed with examples, visuals, and coding exercises, this guide gives you the skills to apply machine learning in real projects-from recommendations to predictions.

If you're ready to build intelligent systems with Python, this is the book to start with.

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