Items related to Machine Learning Pocket Reference: Working with Structured...
Synopsis
With detailed notes, tables, and examples, this handy reference will help you navigate the basics of structured machine learning. Author Matt Harrison delivers a valuable guide that you can use for additional support during training and as a convenient resource when you dive into your next machine learning project.
Ideal for programmers, data scientists, and AI engineers, this book includes an overview of the machine learning process and walks you through classification with structured data. You’ll also learn methods for clustering, predicting a continuous value (regression), and reducing dimensionality, among other topics.
This pocket reference includes sections that cover:
- Classification, using the Titanic dataset
- Cleaning data and dealing with missing data
- Exploratory data analysis
- Common preprocessing steps using sample data
- Selecting features useful to the model
- Model selection
- Metrics and classification evaluation
- Regression examples using k-nearest neighbor, decision trees, boosting, and more
- Metrics for regression evaluation
- Clustering
- Dimensionality reduction
- Scikit-learn pipelines
"synopsis" may belong to another edition of this title.
About the Author
Matt runs MetaSnake, a Python and Data Science training and consulting company. He has over 15 years of experience using Python across a breadth of domains: Data Science, BI, Storage, Testing and Automation, Open Source Stack Management, and Search.
"About this title" may belong to another edition of this title.
- PublisherO'Reilly Media
- Publication date2019
- ISBN 10 1492047546
- ISBN 13 9781492047544
- BindingPaperback
- LanguageEnglish
- Edition number1
- Number of pages318
- Rating
Search results for Machine Learning Pocket Reference: Working with Structured...
Stock Image
Machine Learning Pocket Refere
Seller: SecondSale, Montgomery, IL, U.S.A.
Seller rating 5 out of 5 stars
Condition: Acceptable. Item in acceptable condition! Textbooks may not include supplemental items i.e. CDs, access codes etc. Seller Inventory # 00073164752
Quantity: 1 available
Stock Image
Machine Learning Pocket Refere
Seller: SecondSale, Montgomery, IL, U.S.A.
Seller rating 5 out of 5 stars
Condition: Good. Item in good condition. Textbooks may not include supplemental items i.e. CDs, access codes etc. Seller Inventory # 00080517751
Quantity: 2 available
Stock Image
Machine Learning Pocket Reference: Working with Structured Data in Python
Seller: clickgoodwillbooks, Indianapolis, IN, U.S.A.
Seller rating 5 out of 5 stars
Condition: Acceptable. This is a paper back book: Used - Acceptable: All pages and the cover are intact, but shrink wrap, dust covers, or boxed set case may be missing. Pages may include limited notes, highlighting, or minor water damage but the text is readable. Item may be missing bundled media. Seller Inventory # 3O6QO80009BS_ns
Quantity: 1 available
Stock Image
Machine Learning Pocket Reference: Working with Structured Data in Python
Seller: Goodwill Books, Hillsboro, OR, U.S.A.
Seller rating 5 out of 5 stars
Condition: Acceptable. Fairly worn, but readable and intact. If applicable: Dust jacket, disc or access code may not be included. Seller Inventory # 3IIT03005FU8_ns
Quantity: 1 available
Stock Image
Machine Learning Pocket Reference: Working with Structured Data in Python
Seller: HPB-Red, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Seller Inventory # S_428595934
Quantity: 1 available
Stock Image
Machine Learning Pocket Reference: Working with Structured Data in Python
Published by
O'Reilly Media (edition 1), 2019
ISBN 10: 1492047546
ISBN 13: 9781492047544
Used
Paperback
Seller: BooksRun, Philadelphia, PA, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: Good. 1. Ship within 24hrs. Satisfaction 100% guaranteed. APO/FPO addresses supported. Seller Inventory # 1492047546-11-1
Quantity: 1 available
Stock Image
Machine Learning Pocket Reference: Working with Structured Data in Python
Published by
O'Reilly Media, 2019
ISBN 10: 1492047546
ISBN 13: 9781492047544
Used
Soft cover
First Edition
Seller: Maxwell's House of Books, La Mesa, CA, U.S.A.
Seller rating 3 out of 5 stars
Soft cover. Condition: Very Good. 1st Edition. A crisp, unmarked softcover in very good condition; faint tiny stains to textblock. Seller Inventory # 060511
Quantity: 1 available
Stock Image
Machine Learning Pocket Reference: Working with Structured Data in Python
Seller: Arbor Scout, Ann Arbor, MI, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. Seller Inventory # YD-YKQF-BH8J
Quantity: 1 available
Seller Image
Machine Learning Pocket Reference : Working with Structured Data in Python
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 35450222-n
Quantity: Over 20 available
Seller Image
Machine Learning Pocket Reference: Working with Structured Data in Python (Paperback or Softback)
Published by
O'Reilly Media 9/17/2019, 2019
ISBN 10: 1492047546
ISBN 13: 9781492047544
New
Paperback or Softback
Seller: BargainBookStores, Grand Rapids, MI, U.S.A.
Seller rating 5 out of 5 stars
Paperback or Softback. Condition: New. Machine Learning Pocket Reference: Working with Structured Data in Python 0.52. Book. Seller Inventory # BBS-9781492047544
Quantity: 5 available