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 String startswith()
Python Operator Overloading
Python List Comprehension
Python strftime()
Python Program to Make a Flattened List from Nested List
Python Set issubset()
Python round()
Python Machine Learning Eqution Reference - Sebastian Raschka
Python compile()
Python Program to Make a Simple Calculator
Python print()
Python Program to Parse a String to a Float or Int
Python Program to Display Calendar
Python Program to Convert Bytes to a String
Introduction to Scientific Programming with Python - Joakim Sundnes
Python Decorators
Python String format_map()
Artificial Intelligence by example - Denis Rothman
Python String isalnum()
Machine Learning - A Probabilistic Perspective - Kevin P.Murphy
Python Program to Merge Two Dictionaries
Python Closures
Python Program to Split a List Into Evenly Sized Chunks
Deep Learning with Python - Francois Chollet
Python Dictionary get()
Python String endswith()
Python Data Analytics with Pandas, NumPy and Matplotlib - Fabio Nelli
Python range()
Python Program to Check If a String Is a Number (Float)
Intelligent Projects Using Python - Santanu Pattanayak
Python Machine Learning Second Edition - Sebastian Raschka & Vahid Mirjalili
Python Program to Count the Number of Each Vowel