Python For Probability Statistics And Machine Learning(3rd Edition)
Authors:
Jose Unpingco
In Stock: 2 Left
Shipment time
Expected shipping within 2 - 3 DaysPopular items with books
Total Price:
$63.29
Solution Manual Includes
Price:
$9.99
Book details
ISBN: 3031046501, 978-3031046506
Book publisher: Springer
Book Price $63.29 : Using a novel integration of mathematics and Python codes, this book illustrates the fundamental concepts that link probability, statistics, and machine learning, so that the reader can not only employ statistical and machine learning models using modern Python modules, but also understand their relative strengths and weaknesses. To clearly connect theoretical concepts to practical implementations, the author provides many worked-out examples along with "Programming Tips" that encourage the reader to write quality Python code. The entire text, including all the figures and numerical results, is reproducible using the Python codes provided, thus enabling readers to follow along by experimenting with the same code on their own computers. Modern Python modules like Pandas, Sympy, Scikit-learn, Statsmodels, Scipy, Xarray, Tensorflow, and Keras are used to implement and visualize important machine learning concepts like the bias/variance trade-off, cross-validation, interpretability, and regularization. Many abstract mathematical ideas, such as modes of convergence in probability, are explained and illustrated with concrete numerical examples. This book is suitable for anyone with undergraduate-level experience with probability, statistics, or machine learning and with rudimentary knowledge of Python programming.
Customers also bought these books
New Directions In Statistical Signal Processing From Systems To Brains - 1st Edition
Simon Haykin
ISBN: 0262292793, 9780262292795
$86.8 $124.00
Movement Disorder Genetics - 1st Edition
Susanne A Schneider
ISBN: 3319172239, 9783319172231
$95.2 $136.00
Probability & Statistics For Engineers & Scientists - 7th Edition
Ronald E. Walpole
ISBN: 9789813131279, 130415294, 9813131276, 978-0130415295
$0 $8.43
Electric Machinery - 6th Edition
Charles Kingsley
ISBN: 71230106, 9780073660097, 73660094, 978-0071230100
$0 $26.88
Python Data Visualization Essentials Guide Become A Data Visualization Expert By Building Strong Proficiency In Pandas Matplotlib Seaborn Plotly Numpy And Bokeh - 1st Edition
Kalilur Rahman
ISBN: 9391030076, 978-9391030070
$0 $20.95
Python Step By Step Guide For Absolute Beginners 2021 A Beginner S Guide To Easily Learning Python The Most Popular Programming Language Using Best Practices And Practical Applications - 1st Edition
Kennard Craig
ISBN: B094CT4KH8, 979-8742728870
$0 $11.99
Windows Programming With C++ - 1st Edition
Henning Hansen
ISBN: 0201758814, 978-0201758818
$0 $37.96
Tara Toys Disney Princess Necklace Activity Set Create Your Own Jewelry -
Tara Toys
ISBN: B0747ZGTTG
$0 $7.70
Sql 2 In 1 The Most Up To Date Guide For Beginners And Intermediate To Learn Sql Programming - 1st Edition
Jym Lawrence
ISBN: 1706754604, 978-1706754602
$0 $16.50
Forensic And Investigative Accounting - 8th Edition
Professor D. Larry Crumbley
ISBN: 0808046241, 9780808046240
$0 $33.46
Strategic Management And Business Policy Globalization Innovation And Sustainability - 15th Edition
Thomas L. Wheelen
ISBN: 0134522052, 978-0134522050
$112 $160.00
Alone The Journeys Of Three Young Refugees - 1st Edition
Paul Tom
ISBN: 1773069276, 978-1773069272
$0 $8.59
U S China Relations Examining The History Of U S China Relations - 1st Edition
Ida Krimple
ISBN: 979-8388956996
$0 $13.74
Tax Year Diary And Accounting Ledger 2023-2024 - 1st Edition
Inspired Words
ISBN: 979-8412526478
$0 $7.22Popular Among Students
Accountants Handbook Financial Accounting And General Topics Volume 1 - 11th Edition
Lynford Graham
ISBN: 0471790389, 9780471790389
$0 $8.75
Accountants Handbook Special Industries And Special Topics Volume 2 - 11th Edition
Lynford Graham
ISBN: 0471790397, 9780471790396
$0 $33.32
Responsible Management Accounting And Controlling - 1st Edition
Daniel A. Ette
ISBN: 1606498223, 978-1606498224
$0 $19.47
AQA Geography A Level And AS Physical Geography Student Book - 1st Edition
Simon Ross
ISBN: 0198366515, 978-0198366515
$0 $56.03
AQA Geography A Level And AS Physical Geography Student Book - 1st Edition
Simon Ross
ISBN: 019836654X, 978-0198366546
$0 $56.69
Python For Probability Statistics And Machine Learning - 1st Edition
Jose Unpingco
ISBN: 3031046471, 978-3031046476
$0 $36.12
Murach's Python For Data Analysis Training Reference - 1st Edition
Scott Mccoy
ISBN: 1943872767, 978-1943872763
$0 $46.50
Python Programming For Data Analysis - 1st Edition
Jose Unpingco
ISBN: 3030689549, 978-3030689544
$57.93 $82.75
Teach Yourself Python Step By Step Guidebook To Coding Success - 1st Edition
Jasper Flynn
ISBN: 979-8395747808
$0 $13.99
Python Programming For Raspberry Pi Sams Teach Yourself In 24 Hours Sams Teach Yourself Hours - 2nd Edition
Richard Blum
ISBN: 0672337649, 978-0672337642
$0 $32.00
Minimalist Data Wrangling With Python - 1st Edition
Marek Gagolewski
ISBN: 0645571911, 978-0645571912
$0 $10.47
Software Testing Strategies A Testing Guide For The 2020s - 1st Edition
Matthew Heusser
ISBN: 1837638020, 978-1837638024
$0 $16.62
A Brief History Of Video Games - 1st Edition
Richard Stanton
ISBN: 0762456159, 978-0762456154
$0 $14.95
Customer Reviews
Trusted feedback from verified buyers
