The following chapters will discuss the core concepts of “Machine Learning” models that are being developed and advanced using Python programming language. This book will provide you overarching guidance on how you can use Python to develop...
Which approach shown in Figure 1 would you prefer? On the left, you see an example of a traditional approach to teaching math, involving definitions, propositions, and proofs.
This method requires a lot of reading and odd symbols. You’d never...
This book aims to bring newcomers to natural language processing (NLP) and deep learning to a tasting table covering important topics in both areas. Both of these subject areas are growing exponentially. As it introduces both deep learning and NLP...
The aim of this book is to provide science and engineering students a practical introduction to technical programming in Python. It grew out of notes I developed for various undergraduate physics courses I taught at NYU. While it has evolved...
Around 2013, natural language processing and chatbots began dominating our lives.
At first Google Search had seemed more like an index, a tool that required a little skill in order to find what you were looking for. But it soon got smarter and would...
Algorithms are the recipes that make efficient programming possible. They explain how to sort records, search for items, calculate numeric values such as prime factors, find the shortest path between two points in a street network, and determine the...
I wrote this book to be the ultimate guide for programming a quantum computer in the cloud. Thanks to the good folks at IBM Research, this is now possible. IBM has made their prototype quantum rig (known as the IBM Q Experience) available not only...
Artificial intelligence (AI for short) is the field of embedding human thinking into computers In other words, creating an artificial brain that mimics the functions of the biological brain. Whatever the human can do intelligently is now required to...
Computing, in the sense of doing mathematical calculations, is a skill that mankind has developed over thousands of years. Programming, on the other hand, is in its infancy, with a history that spans a few decades only. Both topics are vastly...
My first exposure to computer programming was at school nearly 40 years ago. My math teacher was a fan of computing and he established the first A-Level Computer Science course in the sixth form college. I didn’t take the CS A-Level, as I was...