Description: Practical Machine Learning With Python : A Problem-solver's Guide to Building Real-world Intelligent Systems, Paperback by Sarkar, Dipanjan; Bali, Raghav; Sharma, Tushar, ISBN 1484232062, ISBN-13 9781484232064, Brand New, Free shipping in the US
Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for learning the art and science of machine learning to become a successful practitioner. The concepts, techniques, tools, frameworks, and methodologies used in this book will teach you how to think, design, build, and execute machine learning systems and projects successfully.
Practical Machine Learning with Python follows a structured and comprehensive three-tiered approach packed with hands-on examples and code.Part 1 focuses on understanding machine learning concepts and tools. This includes machine learning basics with a broad overview of algorithms, techniques, concepts and applications, followed by a tour of the entire Python machine learning ecosystem. Brief guides for useful machine learning tools, libraries and frameworks are also covered.
Part 2 details standard machine learning pipelines, with an emphasis on data processing analysis, feature engineering, and modeling. You will learn how to process, wrangle, summarize and visualize data in its various forms. Feature engineering and selection methodologies will be covered in detail with real-world datasets followed by model building, tuning, interpretation and deployment.Part 3 explores multiple real-world case studies spanning diverse domains and industries like retail, transportation, movies, music, marketing, computer vision and finance. For each case study, you will learn the application of various machine learning techniques and methods. The hands-on examples will help you become familiar with state-of-the-art machine learning tools and techniques and understand what algorithms are best suited for any problem.
Practical Machine Learning with Python will empower you to start solving your own problems with machine learning today!
- Execute end-to-end machine learning projects and systems
- Implement hands-on examples with industry standard, open source, robust machine learning tools and frameworks
- Review case studies depicting applications of machine learning and deep learning on diverse domains and industries
- Apply a wide range of machine learning models including regression, classification, and clustering.
- Understand and apply the latest models and methodologies from deep learning including CNNs, RNNs, LSTMs and transfer learning.
Price: 93.34 USD
Location: Jessup, Maryland
End Time: 2024-08-24T14:52:59.000Z
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Restocking Fee: No
Return shipping will be paid by: Buyer
All returns accepted: Returns Accepted
Item must be returned within: 14 Days
Refund will be given as: Money Back
Book Title: Practical Machine Learning With Python : A Problem-solver's Guide
Number of Pages: Xxv, 530 Pages
Language: English
Publication Name: Practical Machine Learning with Python : A Problem-Solver's Guide to Building Real-World Intelligent Systems
Publisher: Apress L. P.
Publication Year: 2017
Subject: Intelligence (Ai) & Semantics, Programming / Open Source, Programming Languages / Python
Type: Textbook
Item Weight: 50.3 Oz
Subject Area: Computers
Author: Raghav Bali, Tushar Sharma, Dipanjan Sarkar
Item Length: 10 in
Item Width: 7 in
Format: Trade Paperback
