PirateBay Download | sumathi s machine learning decision sciences python 2022

sumathi s machine learning decision sciences python 2022

Type:: E-books
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Size:: 18.0 MB
Uploaded On:: May 23, 2022, 8:30 a.m.
Added By:: andryold1
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Info Hash:: 93FC5C524F96409B534E03B0671F65F5D27F4C03

Textbook in PDF format This book provides a detailed description of machine learning algorithms in data analytics, data science life cycle, Python for machine learning, linear regression, logistic regression, and so forth. It addresses the concepts of machine learning in a practical sense providing complete code and implementation for real-world examples in electrical, oil and gas, e-commerce, and hi-tech industries. The focus is on Python programming for machine learning and patterns involved in decision science for handling data. Features: Explains the basic concepts of Python and its role in machine learning. Provides comprehensive coverage of feature engineering including real-time case studies. Perceives the structural patterns with reference to data science and statistics and analytics. Includes machine learning-based structured exercises. Appreciates different algorithmic concepts of machine learning including unsupervised, supervised, and reinforcement learning. This book is aimed at researchers, professionals, and graduate students in data science, machine learning, computer science, and electrical and computer engineering. Introduction Overview of Python for Machine Learning Data Analytics Life Cycle for Machine Learning Unsupervised Learning Supervised Learning: Regression Supervised Learning: Classification Feature Engineering Reinforcement Engineering Case Studies for Decision Sciences Using Python Appendix. Python Cheat Sheet for Machine Learning

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Sumathi S. Machine Learning for Decision Sciences...Python 2022.pdf 18.0 MB

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sumathi s machine learning decision sciences python 2022

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