Practical Machine Learning with Python: A Problem-Solver’s Guide to Building Real-World Intelligent Systems By Dipanjan Sarkar, Raghav Bali, Tushar Sharma PDF - Zeldatech

Post Top Ad

Thursday, 24 October 2019

Practical Machine Learning with Python: A Problem-Solver’s Guide to Building Real-World Intelligent Systems By Dipanjan Sarkar, Raghav Bali, Tushar Sharma PDF

Download Book: Practical Machine Learning with Python: A Problem-Solver’s Guide to Building Real-World Intelligent Systems By Dipanjan Sarkar, Raghav Bali, Tushar Sharma PDF




Informations about the book:


Title: Practical Machine Learning with Python: A Problem-Solver’s Guide to Building Real-World Intelligent Systems 

Author: Dipanjan Sarkar, Raghav Bali, Tushar Sharma 

Size19.8 MB

Format: PDF

Year2017

Pages: 545


Book Contents:


Part I: Understanding Machine Learning
Chapter 1: Machine Learning Basics
Chapter 2: The Python Machine Learning Ecosystem 
Part II: The Machine Learning Pipeline
Chapter 3: Processing, Wrangling, and Visualizing Data
Chapter 4: Feature Engineering and Selection
Chapter 5: Building, Tuning, and Deploying Models 
Part III: Real-World Case Studies
Chapter 6: Analyzing Bike Sharing Trends 
Chapter 7: Analyzing Movie Reviews Sentiment
Chapter 8: Customer Segmentation and Effective Cross Selling
Chapter 9: Analyzing Wine Types and Quality
Chapter 10: Analyzing Music Trends and Recommendations
Chapter 11: Forecasting Stock and Commodity Prices
Chapter 12: Deep Learning for Computer Vision


Description:


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


No comments:

Post a Comment

Post Bottom Ad