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Foundations of Programming, Statistics, and Machine Learning for Business Ana...
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eBay item number:354729651814
Item specifics
- Condition
- Book Title
- Foundations of Programming, Statistics, and Machine Learning for
- ISBN
- 9781529620900
- Publication Year
- 2023
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Publication Name
- Foundations of Programming, Statistics, and Machine Learning for Business Analytics
- Item Length
- 9.7in
- Publisher
- SAGE Publications, The Limited
- Item Width
- 7.4in
- Item Weight
- 45.7 Oz
- Number of Pages
- 512 Pages
About this product
Product Information
Business Analysts, Data Scientists and Machine Learning practitioners are in huge demand, as global companies undergo digital transformation and leverage their data resources. This book covers all the fundamentals, from statistics to programming to business applications of machine learning, to equip you with the solid knowledge needed to progress in business analytics and data science. Assuming no prior knowledge of programming or statistics, this book takes a practical, easy to understand and step-by-step approach, keeping maths to a minimum and including examples of data analytics and business applications. Key features: Uses a programming-based approach throughout, Covers data structures, management, manipulation and visualization, Includes interactive coding notebooks in R and Rython to build up your programming skills progressively, Susitable as an essential text for undergraduat and postgraduate students studying Business Analytics or as pre-reading for students studying Data Science or Artificial Intelligence.
Product Identifiers
Publisher
SAGE Publications, The Limited
ISBN-10
1529620902
ISBN-13
9781529620900
eBay Product ID (ePID)
2329415815
Product Key Features
Publication Name
Foundations of Programming, Statistics, and Machine Learning for Business Analytics
Format
Hardcover
Language
English
Publication Year
2023
Type
Textbook
Number of Pages
512 Pages
Dimensions
Item Length
9.7in
Item Width
7.4in
Item Weight
45.7 Oz
Additional Product Features
Lc Classification Number
Hd38.7
Table of Content
Chapter 1: Introduction To Programming And StatisticsChapter 2: Summarizing And Visualizing DataChapter 3: Summarizing And Visualizing DataChapter 4: Programming FundamentalsChapter 5: Programming FundamentalsChapter 6: DistributionsChapter 7: Statistical Testing - Concepts and StrategyChapter 8: Statistical Testing - Concepts and StrategyChapter 9: Nonparametric TestsChapter 10: Reality CheckChapter 11: Fundamentals of EstimationChapter 12: Linear ModelsChapter 13: General Linear ModelsChapter 14: Regression Diagnostics And StructureChapter 15: Timeseries And ForecastingChapter 16: Introduction To Machine LearningChapter 17: Model Selection And Cross ValidationChapter 18: Regression Models In Machine LearningChapter 19: Classification Models And EvaluationChapter 20: Automated Machine Learning
Copyright Date
2023
Topic
General, Economics / General, Management Science, Statistics
Lccn
2022-947084
Dewey Decimal
658.4/72
Intended Audience
College Audience
Dewey Edition
23
Illustrated
Yes
Genre
Business & Economics
Item description from the seller
Seller assumes all responsibility for this listing.
eBay item number:354729651814
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