Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Practical Machine Learning Cookbook

You're reading from   Practical Machine Learning Cookbook Supervised and unsupervised machine learning simplified

Arrow left icon
Product type Paperback
Published in Apr 2017
Publisher Packt
ISBN-13 9781785280511
Length 570 pages
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Atul Tripathi Atul Tripathi
Author Profile Icon Atul Tripathi
Atul Tripathi
Arrow right icon
View More author details
Toc

Table of Contents (15) Chapters Close

Preface 1. Introduction to Machine Learning FREE CHAPTER 2. Classification 3. Clustering 4. Model Selection and Regularization 5. Nonlinearity 6. Supervised Learning 7. Unsupervised Learning 8. Reinforcement Learning 9. Structured Prediction 10. Neural Networks 11. Deep Learning 12. Case Study - Exploring World Bank Data 13. Case Study - Pricing Reinsurance Contracts 14. Case Study - Forecast of Electricity Consumption

Exploring World Bank data

In 2012, 13 percent of the world's population lived below the international poverty line of $1.90 a day, down from 37 percent in 1990. Declines in all regions contributed to the early success of meeting the Millennium Development Goal target of halving extreme poverty globally. The aim is to eliminate poverty in all forms by 2030 and to achieve social protection for poor, increase access to basic services, and to support people harmed by conflict and climate-related disaster.

More than half the deaths recorded in low income countries is due to communicable diseases or maternal, prenatal, or nutrition conditions. While, in the middle and high-income countries more than two-thirds of the recorded deaths are due to non communicable diseases. Energy use increased about 54 percent between 1990 and 2013 worldwide. Access to energy is fundamental to development, but as economies evolve, rising incomes and growing populations demand more energy. Energy, especially...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $19.99/month. Cancel anytime
Banner background image