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 Program to Make a Flattened List from Nested List
Python Package
Python Program to Add Two Matrices
Deep Learning with Python - Francois Cholletf
Python divmod()
Python String center()
Python if...else Statement
Grokking Deep Learning - MEAP v10 - Andrew W.Trask
Data Science and Big Data Analytics - EMC Education Services
Understanding Machine Learning from theory to algorithms - Shai Shalev-Shwartz & Shai Ben-David
Python Program to Return Multiple Values From a Function
Python Numbers, Type Conversion and Mathematics
Python map()
Python Program to Check If a List is Empty
Python Program to Sort a Dictionary by Value
Python Program to Convert Celsius To Fahrenheit
Introduction to Deep Learning Business Application for Developers - Armando Vieira & Bernardete Ribe...
Python String rstrip()
Python oct()
Python Program to Get the Full Path of the Current Working Directory
Python Program to Get a Substring of a String
Python Program to Swap Two Variables
Introduction to Deep Learning - Eugene Charniak
Python Program to Find All File with .txt Extension Present Inside a Directory
Python float()
Python Set remove()
Python Program to Iterate Over Dictionaries Using for Loop
Pattern recognition and machine learning - Christopher M.Bishop
Python Functions
Python Function Arguments
R Deep Learning Essentials - Dr. Joshua F.Wiley
Python Recursion
