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 Numbers, Type Conversion and Mathematics
Python Set copy()
Python Program to Measure the Elapsed Time in Python
Python issubclass()
Python Closures
Python Type Conversion and Type Casting
Python all()
Python Program to Differentiate Between del, remove, and pop on a List
Python Program to Display Powers of 2 Using Anonymous Function
Python String title()
Python Program Read a File Line by Line Into a List
Python Set clear()
Python Set symmetric_difference_update()
Python List sort()
Python Program to Get the Last Element of the List
Python 3 for Absolute Beginners - Tim Hall & J.P Stacey
Python Custom Exceptions
Deep Learning Illustrated - A visual, Interactive Guide to Arficial Intelligence First Edition - Jon...
Python Objects and Classes
Python String isdigit()
Deep Learning from Scratch - Building with Python form First Principles - Seth Weidman
Python Program to Differentiate Between type() and isinstance()
Python String format()
Python Program to Shuffle Deck of Cards
Python String split()
R Deep Learning Essentials - Dr. Joshua F.Wiley
Deep Learning with Applications Using Python - Navin Kumar Manaswi
Neural Networks and Deep Learning - Charu C.Aggarwal
Python Program to Convert Decimal to Binary Using Recursion
Python list()
Python Program to Create a Countdown Timer
Deep Learning dummies second edition - John Paul Mueller & Luca Massaronf
