Hallo! Tracked shipping to Austria with Delivery Duty Paid for just €3.99  

Ship to
Austria
0

My Account

  • argentina
  • chile
  • colombia
  • españa
  • méxico
  • perú
  • estados unidos
  • internacional

menu

Select your country

Americas

Europe

Rest of the world

portada Decoding Machine Learning. Understanding algorithms through math and Python implementation
Type
Physical Book
Publisher
Author
Year
2026
Language
English
Pages
332
Format
Paperback
Dimensions
23.50 x 19.10 cm
ISBN13
9789378547263

Decoding Machine Learning. Understanding algorithms through math and Python implementation

Meetu Malhotra;Rajeev Kumar (Author) · BPB Publications · Paperback

Decoding Machine Learning. Understanding algorithms through math and Python implementation - Meetu Malhotra;Rajeev Kumar

New Book Imported to Austria
Delivery: 25 Aug - 27 Aug Shipping: 5 to 6 business days.
52,54 €
Import costs and 10% VAT included in the price ✅
52,54 €

Choose the list to add your product or create one New List

Go to My Wishlists
Calculate shipping cost

Synopsis "Decoding Machine Learning. Understanding algorithms through math and Python implementation"

The book systematically covers foundational to advanced data science concepts through structured programming implementations. It begins with machine learning fundamentals and exploratory data analysis using NumPy and Pandas, then covers the math behind supervised algorithms like linear regression and unsupervised clustering techniques like K-means. You will master ensemble learning architectures like XGBoost, time series forecasting with FBProphet, automated hyperparameter optimization using the Optuna framework, and imbalanced data corrections via SMOTE. The book concludes with a specialized bonus chapter that breaks down the math behind multi-head self-attention mechanisms and fine-tuning strategies within large language model transformer architectures using the Hugging Face ecosystem.

By the end of this book, readers will be able to move confidently from raw data to working models. They will possess practical skills in data preparation, model building, evaluation, and optimization, giving them the confidence to solve complex, data-driven software engineering problems in real-world scenarios.

Customers reviews

More customer reviews
  • 0% (0)
  • 0% (0)
  • 0% (0)
  • 0% (0)
  • 0% (0)

Frequently Asked Questions about the Book

Is the book original?

All books in our catalog are Original.

In what language is the book written?

The book is written in English.

What is the format of this book?

The binding of this edition is Paperback.

Questions and Answers about the Book

Do you have a question about the book? Login to be able to add your own question.

Opinions about Bookdelivery

More customer reviews