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Machine Learning with Python for Everyone (Addison-Wesle
US $14.94
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Located in: Carrollton, Texas, United States
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Estimated between Mon, Jun 3 and Fri, Jun 7 to 43230
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eBay item number:335284691620
Item specifics
- Condition
- Book Title
- Machine Learning with Python for Everyone (Addison-Wesley Data &
- ISBN
- 9780134845623
- Publication Name
- Machine Learning with Python for Everyone
- Item Length
- 9.1in
- Publisher
- Addison Wesley Professional
- Publication Year
- 2019
- Series
- Addison-Wesley Data and Analytics Ser.
- Type
- Textbook
- Format
- Trade Paperback
- Language
- English
- Item Height
- 1.2in
- Item Width
- 7in
- Item Weight
- 32.3 Oz
- Number of Pages
- 592 Pages
About this product
Product Information
The Complete Beginner's Guide to Understanding and Building Machine Learning Systems with Python Machine Learning with Python for Everyone will help you master the processes, patterns, and strategies you need to build effective learning systems, even if you're an absolute beginner. If you can write some Python code, this book is for you, no matter how little college-level math you know. Principal instructor Mark E. Fenner relies on plain-English stories, pictures, and Python examples to communicate the ideas of machine learning. Mark begins by discussing machine learning and what it can do; introducing key mathematical and computational topics in an approachable manner; and walking you through the first steps in building, training, and evaluating learning systems. Step by step, you'll fill out the components of a practical learning system, broaden your toolbox, and explore some of the field's most sophisticated and exciting techniques. Whether you're a student, analyst, scientist, or hobbyist, this guide's insights will be applicable to every learning system you ever build or use. Understand machine learning algorithms, models, and core machine learning concepts Classify examples with classifiers, and quantify examples with regressors Realistically assess performance of machine learning systems Use feature engineering to smooth rough data into useful forms Chain multiple components into one system and tune its performance Apply machine learning techniques to images and text Connect the core concepts to neural networks and graphical models Leverage the Python scikit-learn library and other powerful tools Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
Product Identifiers
Publisher
Addison Wesley Professional
ISBN-10
0134845625
ISBN-13
9780134845623
eBay Product ID (ePID)
242692412
Product Key Features
Publication Name
Machine Learning with Python for Everyone
Format
Trade Paperback
Language
English
Publication Year
2019
Series
Addison-Wesley Data and Analytics Ser.
Type
Textbook
Number of Pages
592 Pages
Dimensions
Item Length
9.1in
Item Height
1.2in
Item Width
7in
Item Weight
32.3 Oz
Additional Product Features
Lc Classification Number
Q325.5
Table of Content
Chapter 1: Let's Discuss Learning Chapter 2: Some Technical Background Chapter 3: Predicting Categories: Getting Started with Classification Chapter 4: Predicting Numerical Values: Getting Started with Regression Part II: Evaluation Chapter 5: Evaluating and Comparing Learners Chapter 6: Evaluating Classifiers Chapter 7: Evaluating Regressors Part III: More Methods and Fundamentals Chapter 8: More Classification Methods Chapter 9: More Regression Methods Chapter 10: Manual Feature Engineering: Manipulating Data for Fun and Profit Chapter 11: Tuning Hyperparameters and Pipelines Part IV: Adding Complexity Chapter 12: Combining Learners Chapter 13: Models That Engineer Features for Us Chapter 14: Feature Engineering for Domains: Domain-Specific Learning Chapter 15: Connections, Extensions, and Further Directions
Copyright Date
2020
Topic
Intelligence (Ai) & Semantics, Databases / Data Mining, Programming Languages / Python
Lccn
2019-938761
Dewey Decimal
006.31
Intended Audience
Scholarly & Professional
Dewey Edition
23
Illustrated
Yes
Genre
Computers
Item description from the seller
Seller assumes all responsibility for this listing.
eBay item number:335284691620
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Carrollton, Texas, United States
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| 60 days | Money Back | Buyer pays for return shipping |
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