Artificial Intelligence (AI) is the newest emerging and disruptive technology among varied businesses, industries, and sectors. This book demonstrates AI projects in Python, covering modern techniques that make up the world of AI. This book begins with building your first prediction model using the popular Python library, scikit-learn. You will understand how to build a classifier using effective machine learning techniques: random forest and decision trees. With exciting projects on predicting bird species, analyzing student performance data, song genre identification, and spam detection, you will learn the fundamentals and various algorithms and techniques that foster the development of such smart applications. You will also understand deep learning and the neural network mechanism through these projects with the use of the Keras library. By the end of this book, you will be confident to build your own AI projects with Pythonand be ready to take on more advanced content as you go ahead.
Python Artificial Intelligence Project for Beginners – Joshua Eckroth
Python locals()
An introduction to neural networks - Kevin Gurney & University of Sheffield
Python String zfill()
Python Program to Count the Number of Digits Present In a Number
Python String translate()
Python Program to Make a Simple Calculator
Python Deep Learning Cookbook - Indra den Bakker
Python File I/O Operation
Python Program to Display the multiplication Table
Python max()
Machine Learning - A Probabilistic Perspective - Kevin P.Murphy
Generative Deep Learning - Teaching Machines to Paint, Write, Compose and Play - David Foster
Artificial Intelligence - A Very Short Introduction - Margaret A.Boden
Python sleep()
Python String maketrans()
Python bin()
Python Program to Check If Two Strings are Anagram
Machine Learning with Python for everyone - Mark E.Fenner
Python round()
Python Program to Make a Flattened List from Nested List
Python Program to Compute the Power of a Number
Python Package
Python Program to Count the Occurrence of an Item in a List
Python String format()
Python String isnumeric()
Python String islower()
Python for Programmers with introductory AI case studies - Paul Deitel & Harvey Deitel
Python List extend()
Python hex()
Python setattr()
Python sum()
Python Operator Overloading
