Description: Machine Learning : Hands-On for Developers and Technical Professionals, Paperback by Bell, Jason, ISBN 1119642140, ISBN-13 9781119642145, Used Good Condition, Free shipping in the US Dig deep into the data with a hands-on guide to machine learning with updated examples and more!
Machine Learning: Hands-On for Developers and Technical Professionalsprovides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals. Th contains a breakdown of each ML variant, explaining how it works and how it is used within certain industries, allowing readers to incorporate the presented techniques into their own work as they follow along. A core tenant of machine learning is a strong focus on data preparation, and a full exploration of the various types of learning algorithms illustrates how the proper tools can help any developer extract information and insights from existing data. Th includes a full complement of Instructors Materials to facilitate use in the classroom, making this resource useful for students and as a professional reference.
At its core, machine learning is a mathematical, algorithm-based technology that forms the basis of historical data mining and modern big data science. Scientific analysis of big data requires a working knowledge of machine learning, which forms predictions based on known properties learned from training data.Machine Learningis an accessible, comprehensive guide for the non-mathematician, providing clear guidance that allows readers to:
- Learn the languages of machine learning including Hadoop, Mahout, and Weka
- Understand decision trees, Bayesian networks, and artificial neural networks
- Implement Association Rule, Real Time, and Batch learning
- Develop a strategic plan for safe, effective, and efficient machine learning
By learning to construct a system that can learn from data, readers can increase their utility across industries. Machine learning sits at the core of deep dive data analysis and visualization, which is increasingly in demand as companies discover the goldmine hiding in their existing data. For the tech professional involved in data science,Machine Learning: Hands-On for Developers and Technical Professionalsprovides the skills and techniques required to dig deeper.
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Book Title: Machine Learning : Hands-On for Developers and Technical Professi
Number of Pages: 432 Pages
Publication Name: Machine Learning : Hands-On for Developers and Technical Professionals
Language: English
Publisher: Wiley & Sons, Incorporated, John
Item Height: 0.9 in
Subject: Probability & Statistics / General
Publication Year: 2020
Type: Textbook
Item Weight: 25.6 Oz
Item Length: 9.1 in
Author: Jason Bell
Subject Area: Mathematics
Item Width: 7.2 in
Format: Trade Paperback
