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Machine Learning For Dummies By John Paul Mueller, Luca Massaron PDF

Download Book : Machine Learning For Dummies By John Paul Mueller, Luca Massaron PDF


Informations about the book:


Title: Machine Learning For Dummies

Author: John Paul Mueller, Luca Massaron

Size11 MB

FormatPDF

Year2016

Pages453

Book Contents:


Part 1: Introducing How Machines Learn
CHAPTER 1: Getting the Real Story about AI
CHAPTER 2: Learning in the Age of Big Data
CHAPTER 3: Having a Glance at the Future
Part 2: Preparing Your Learning Tools
CHAPTER 4: Installing an R Distribution
CHAPTER 5: Coding in R Using RStudio
CHAPTER 6: Installing a Python Distribution
CHAPTER 7:Coding in Python Using Anaconda
CHAPTER 8: Exploring Other Machine Learning Tools
Part 3: Getting Started with the Math Basics
CHAPTER 9: Demystifying the Math Behind Machine Learning
CHAPTER 10: Descending the Right Curve
CHAPTER 11: Validating Machine Learning
CHAPTER 12: Starting with Simple Learners
Part 4: Learning from Smart and Big Data
CHAPTER 13: Preprocessing Data
CHAPTER 14: Leveraging Similarity
CHAPTER 15: Working with Linear Models the Easy Way
CHAPTER 16: Hitting Complexity with Neural Networks
CHAPTER 17: Going a Step beyond Using Support Vector Machines
CHAPTER 18: Resorting to Ensembles of Learners
Part 5: Applying Learning to Real Problems
CHAPTER 19: Classifying Images
CHAPTER 20: Scoring Opinions and Sentiments
CHAPTER 21: Recommending Products and Movies
Part 6: The Part of Tens
CHAPTER 22: Ten Machine Learning Packages to Master
CHAPTER 23: Ten Ways to Improve Your Machine Learning Models


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