Reader small image

You're reading from  Practical Machine Learning Cookbook

Product typeBook
Published inApr 2017
Reading LevelIntermediate
PublisherPackt
ISBN-139781785280511
Edition1st Edition
Languages
Right arrow
Author (1)
Atul Tripathi
Atul Tripathi
author image
Atul Tripathi

Atul Tripathi has spent more than 11 years in the fields of machine learning and quantitative finance. He has a total of 14 years of experience in software development and research. He has worked on advanced machine learning techniques, such as neural networks and Markov models. While working on these techniques, he has solved problems related to image processing, telecommunications, human speech recognition, and natural language processing. He has also developed tools for text mining using neural networks. In the field of quantitative finance, he has developed models for Value at Risk, Extreme Value Theorem, Option Pricing, and Energy Derivatives using Monte Carlo simulation techniques.
Read more about Atul Tripathi

Right arrow

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 electricity...

lock icon
The rest of the page is locked
Previous PageNext Chapter
You have been reading a chapter from
Practical Machine Learning Cookbook
Published in: Apr 2017Publisher: PacktISBN-13: 9781785280511

Author (1)

author image
Atul Tripathi

Atul Tripathi has spent more than 11 years in the fields of machine learning and quantitative finance. He has a total of 14 years of experience in software development and research. He has worked on advanced machine learning techniques, such as neural networks and Markov models. While working on these techniques, he has solved problems related to image processing, telecommunications, human speech recognition, and natural language processing. He has also developed tools for text mining using neural networks. In the field of quantitative finance, he has developed models for Value at Risk, Extreme Value Theorem, Option Pricing, and Energy Derivatives using Monte Carlo simulation techniques.
Read more about Atul Tripathi