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 Convert Decimal to Binary, Octal and Hexadecimal
Python map()
Python List reverse()
Python String splitlines()
Python Program to Create Pyramid Patterns
Python String isalnum()
Introduction to Machine Learning with Python - Andreas C.Muller & Sarah Guido
Python Machine Learning Second Edition - Sebastian Raschka & Vahid Mirjalili
R Deep Learning Essentials - Dr. Joshua F.Wiley
Java Deep Learning Essentials - Yusuke Sugomori
Python Program to Make a Simple Calculator
Python Program to Check if a Key is Already Present in a Dictionary
Python any()
Python all()
Python abs()
Python String swapcase()
Python Object Oriented Programming
Python Set intersection()
Python Set clear()
Python Program to Find Factorial of Number Using Recursion
Python Dictionary values()
Superintelligence - Paths, Danges, Strategies - Nick Bostrom
Practical computer vision applications using Deep Learning with CNNs - Ahmed Fawzy Gad
Python Global Keyword
Python String partition()
Python Program to Check If a List is Empty
Python Data Analytics with Pandas, NumPy and Matplotlib - Fabio Nelli
Python help()
Python Strings
Python Matrices and NumPy Arrays
Python List insert()
Python String join()
