Introduction to Machine Learning with Python: A Guide for Data Scientists
Muller, Andreas C.; Guido, Sarah
Language: English
Published by O'Reilly Media, 2016
Series: Book 6 of 7 - Learning Python
- Softcover
- Used
Seller: Coffee Cat Books, Chapel Hill, NC, U.S.A.Coffee Cat Books
AbeBooks seller since September 15, 2021
Condition: Used - Very good
US$ 34.77
Quantity: 1 available
Add to basketItem description from seller
Very Good. Unmarked. Clean, unmarked interior. Softcover, clean & bright, some edge corner and shelf wear. No rips, chips, stains or tears. Binding solid. 2017 Edition (4th release 2018). Ships from USA, quickly and with care. _____________________________________________________________________________________________________________________________ SYNOPSIS & HISTORY: Introduction to Machine Learning with Python by Andreas C. Muller and Sarah Guido is a practical and accessible guide to modern machine learning techniques using Python and the scikit-learn library. Designed for students, programmers, analysts, and aspiring data scientists, the book emphasizes hands-on applications and real-world workflows rather than purely theoretical concepts. Covering classification, regression, clustering, model evaluation, parameter tuning, text processing, and data representation, the book demonstrates how machine learning can be applied to solve practical data problems efficiently. Featuring code examples, visual explanations, and project-based learning, this widely respected resource serves as an excellent introduction to applied machine learning and data science with Python.…
Seller Inventory # -50VG031625m1
- Title
- Introduction to Machine Learning with Python: A Guide for Data Scientists
- Author
- Muller, Andreas C.; Guido, Sarah
- Publisher
- O'Reilly Media
- Publication year
- 2016
- Condition
- VERY GOOD
- Binding
- Softcover
- Language
- English
- ISBN 10
- 1449369413
- ISBN 13
- 9781449369415
- Item weight
- 23 ounces
- Dimensions
- 5x9
- Series
- Book 6 of 7: Learning Python
- Seller catalogs
- Artificial Intelligence (AI), Computer Science, Reference
Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination.
You’ll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Müller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book.
With this book, you’ll learn:
- Fundamental concepts and applications of machine learning
- Advantages and shortcomings of widely used machine learning algorithms
- How to represent data processed by machine learning, including which data aspects to focus on
- Advanced methods for model evaluation and parameter tuning
- The concept of pipelines for chaining models and encapsulating your workflow
- Methods for working with text data, including text-specific processing techniques
- Suggestions for improving your machine learning and data science skills
"Synopsis" may belong to another edition of this title.
About the Author
Sarah is a data scientist who has spent a lot of time working in start-ups. She loves Python, machine learning, large quantities of data, and the tech world. She is an accomplished conference speaker, currently resides in New York City, and attended the University of Michigan for grad school.
"About the title" may belong to another edition of this title.
Coffee Cat Books
Chapel Hill, NC, U.S.A.
AbeBooks seller since September 15, 2021
Shipping rates within U.S.A.
| Item | 3 to 10 business days | 3 to 6 business days |
|---|---|---|
| First item | US$ 5.99 | US$ 9.99 |
Payment methods
Store description
Coffee Cat Books is a small family-owned business. We specialize in rare, out-of-print, and hard-to-find titles. Each book ships quickly and is packaged with care.
Specialty
nonfiction primarilySeller's business information
NC, U.S.A.
Terms of sale
Coffee Cat Books is a small family-owned business. We specialize in scarce, out-of-print, and hard-to-find titles. Each book ships quickly and is packaged with care. Overseas? No problem: We pack with extra care and ship overseas regularly. If you have specific questions regarding shipping, feel free to reach out before you order. We will do our best to give you an exact quote.
Returns:
They happen. We understand. We strive to make the return process as smooth and hassle-free as possible. We offer a 30 day return guarantee with a full refund for the item, excluding shipping costs. Please contact us with any questions.
Shipping terms
DOMESTIC SHIPPING:
We offer a choice of media mail (when applicable), first class, priority and/or expedited whenever possible. Choices for shipping methods vary and will appear at checkout (as well as additional opportunities to purchase insurance, extra insurance, etc.). All domestic orders include tracking.
INTERNATIONAL SHIPPING:
International shipping has become increasingly complex, but we do our best to keep up. If you have any questions regarding shipping to your country, feel free to reach out before you order. We will do our best to give you an exact quote.
All international orders include tracking and insurance. Expedited orders generally ship via USPS, DHL or Priority Mail International depending on the destination. Consolidated shipping is usually via Asendia or a similar, reliable carrier.
**VAT, Fees & Taxes: **
Where your country requires, and when under the value threshold set by your country, VAT is collected at checkout and remitted by the marketplace you ordered through. Any additional fees, duties, or taxes your country or carrier charges upon arrival are the buyer's responsibility (collected by your postal service or carrier when the package is delivered). The one exception is the European Union (see below).
The European Union:
As of 2026, the EU has added a new customs duty on every parcel entering the Union. Because of this, we are now required to prepay all duty and customs (DDP) before shipping, which is why you may notice that our EU rates run significantly higher than other countries. Additionally, on orders over 150 Euros, the full VAT tax due, over and above €150, is most often not collected by marketplaces at checkout. We may contact you through the marketplace you ordered to collect these additional VAT fees before shipping.
Typical speeds:
Although customs and overseas carrier delays sometimes happen and are outside of our control, the following should be a good guide (Business days only). If you need it faster, feel free to reach out. Sometimes we can achieve the “almost” impossible :)
Canada: Standard 10 to 21 days; Expedited, 6 to 12 days
United Kingdom: Standard 2 to 3 weeks; Expedited, 4 to 7 days by courier
European Union: 6 to 12 days by courier
Australia and New Zealand: Standard 2 to 4 weeks; Expedited, 6 to 12 days
Japan, Asia, and the Middle East: Standard 2 to 4 weeks; Expedited, 1 to 2 weeks