Mastering Machine Learning with Python in Six Steps: A Practical Implementation Guide to Predictive Data Analytics Using Python [2nd ed.] 978-1-4842-4946-8, 978-1-4842-4947-5
Explore fundamental to advanced Python 3 topics in six steps, all designed to make you a worthy practitioner. This updat
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English Pages XVII, 457 [469] Year 2019
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Table of contents :
Front Matter ....Pages i-xvii
Step 1: Getting Started in Python 3 (Manohar Swamynathan)....Pages 1-64
Step 2: Introduction to Machine Learning (Manohar Swamynathan)....Pages 65-143
Step 3: Fundamentals of Machine Learning (Manohar Swamynathan)....Pages 145-262
Step 4: Model Diagnosis and Tuning (Manohar Swamynathan)....Pages 263-323
Step 5: Text Mining and Recommender Systems (Manohar Swamynathan)....Pages 325-381
Step 6: Deep and Reinforcement Learning (Manohar Swamynathan)....Pages 383-442
Conclusion (Manohar Swamynathan)....Pages 443-448
Back Matter ....Pages 449-457
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