Introduction to Machine Learning with Python
Book Details
| Author | Andreas C. Mueller and Sarah Guido |
|---|---|
| Publisher | O'Reilly |
| Published Year | 2016 |
| Pages | 340 |
| Language | English |
| ISBN-10 | 9352134575 |
| ISBN-13 | 978-9352134571 |
Introduction to Machine Learning with Python offers a practical and beginner-friendly guide to building machine learning models using Python and the powerful scikit-learn library. Authored by experts in the field, this book walks readers through essential ML concepts such as classification, regression, model evaluation, and pipelines, with hands-on examples and real-world datasets. Ideal for developers and data enthusiasts looking to start their journey in machine learning without requiring deep mathematical knowledge.
Add to Bookmark
Recommended Books For You
Pattern Recognition and Machine Learning Solutions to the Exercises: Tutors’ Edition
By : Christopher M. Bishop
An Introduction to Statistical Learning with Applications in R
By : Gareth James • Daniela Witten • Trevor Hastie Robert Tibshirani
Prepare for Interview
- JavaScript Interview Questions for 5+ Years Experience
- JavaScript Interview Questions for 2–5 Years Experience
- JavaScript Interview Questions for 1–2 Years Experience
- JavaScript Interview Questions for 0–1 Year Experience
- JavaScript Interview Questions For Fresher
- SQL Interview Questions for 5+ Years Experience
- SQL Interview Questions for 2–5 Years Experience
- SQL Interview Questions for 1–2 Years Experience
- SQL Interview Questions for 0–1 Year Experience
- SQL Interview Questions for Freshers
- Design Patterns in Python
- Dynamic Programming and Recursion in Python
- Trees and Graphs in Python
- Linked Lists, Stacks, and Queues in Python
- Sorting and Searching in Python
- Debugging in Python
- Unit Testing in Python
- Asynchronous Programming in PYthon
Tutorials
Follow us on Linkedin
Random Blogs
- Where to Find Free Datasets for Your Next Machine Learning & Data Science Project
- Variable Assignment in Python
- Create Virtual Host for Nginx on Ubuntu (For Yii2 Basic & Advanced Templates)
- Top 10 Blogs of Digital Marketing you Must Follow
- Deep Learning (DL): The Core of Modern AI
- Window Functions in SQL – The Ultimate Guide
- What to Do When Your MySQL Table Grows Too Wide
- Role of Digital Marketing Services to Uplift Online business of Company and Beat Its Competitors
- 15 Amazing Keyword Research Tools You Should Explore
- Store Data Into CSV File Using Python Tkinter GUI Library
- Ideas for Content of Every niche on Reader’s Demand during COVID-19
- Downlaod Youtube Video in Any Format Using Python Pytube Library
- The Ultimate Guide to Artificial Intelligence (AI) for Beginners
- Mastering Python in 2025: A Complete Roadmap for Beginners
- The Ultimate Guide to Starting a Career in Computer Vision
- Top 15 Recommended SEO Tools
Datasets for Machine Learning
- Awesome-ChatGPT-Prompts
- Amazon Product Reviews Dataset
- Ozone Level Detection Dataset
- Bank Transaction Fraud Detection
- YouTube Trending Video Dataset (updated daily)
- Covid-19 Case Surveillance Public Use Dataset
- US Election 2020
- Forest Fires Dataset
- Mobile Robots Dataset
- Safety Helmet Detection
- All Space Missions from 1957
- OSIC Pulmonary Fibrosis Progression Dataset
- Wine Quality Dataset
- Google Audio Dataset
- Iris flower dataset