A Concise and Practical AI Book

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A Concise and Practical AI Book

Introduction

Maths Recap

Programming Recap

AI Libraries

The Instincts

Machine Learning

Neural Networks

Toy Problems

Real World Problems

Applicability in Robotics

Introduction

This book aims to provide another view into the AI area of studies, practically.

Coding Convention

This book is utilising a rather different coding conventions from common coding conventions:

Namespace (also package, module): All in lowercase with lowdashes

For example,

some_namespace

Class (generic noun): All in lowercase with lowdashes

For example,

technical_manager

Instance (specific noun): First letters are in uppercase with lowdashes

For example,

John_Doe

Compound variable (specific noun): The same as instance

For example,

My_Str

Primitive variable: As in maths, all in lowercase with dashes

For example:

index

Method (also function): All in lowercase with dashes

For example:

some_function

Constant: All in uppercase with dashes

For example:

SOME_CONSTANT

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