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Statistics for Machine Learning: Techniques for exploring superv
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eBay item number:375137024248
Item specifics
- Condition
- Book Title
- Statistics for Machine Learning: Techniques for exploring superv
- ISBN
- 9781788295758
- Publication Year
- 2017
- Type
- Textbook
- Format
- Paperback
- Language
- English
- Publication Name
- Statistics for Machine Learning
- Item Height
- 235mm
- Publisher
- Packt Publishing
- Item Width
- 191mm
- Subject
- Computer Science
- Number of Pages
- 442 Pages
About this product
Product Information
Build machine learning models with sound statistical understanding About This Book * Learn about the statistics behind powerful predictive models with p-value, ANOVA, F-statistics. *Implement statistical computations programmatically for supervised and unsupervised learning through K-means clustering. *Master the statistical aspect of machine learning with the help of this example-rich guide in R & Python. Who This Book Is For This book is intended for those developers who have little or no stats background and struggle mostly in statistics,; who now want to implement machine learning in their systems. What You Will Learn * Understanding Statistical & Machine learning fundamentals necessary to build models *Understanding major differences & parallels between statistics way of solving problem & machine learning way of solving problem *Know how to prepare data and feed the models by using the appropriate machine learning algorithms from the adequate R & Python packages *Analyze the results and tune the model appropriately to his or her own predictive goals *Understand concepts of required statistics for Machine Learning *Draw parallels between statistics and machine learning *Understand each component of machine learning models and see impact of changing them In Detail Complex statistics in machine learning worries a lot of developers. Knowing statistics helps in building strong machine learning models that are optimized for a given problem statement. This book will teach you all it takes to perform complex statistical computations required for machine learning. You will gain information on statistics behind supervised learning, unsupervised learning, reinforcement learning, and more. You will see real-world examples that discuss the statistical side of machine learning and make you comfortable with it. You will come across programs for performing tasks such as model, parameters fitting, regression, classification, density collection, working with vectors, matrices, and more.By the end of the book, you will understand concepts of required statistics for Machine Learning and will be able to apply your new skills to any sort of industry problems.
Product Identifiers
Publisher
Packt Publishing
ISBN-13
9781788295758
eBay Product ID (ePID)
238881135
Product Key Features
Publication Name
Statistics for Machine Learning
Format
Paperback
Language
English
Subject
Computer Science
Publication Year
2017
Type
Textbook
Number of Pages
442 Pages
Dimensions
Item Height
235mm
Item Width
191mm
Additional Product Features
Country/Region of Manufacture
United Kingdom
Item description from the seller
Business seller information
Value Added Tax Number:
- GB 724 4981 18
Seller assumes all responsibility for this listing.
eBay item number:375137024248
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