Python Artificial Intelligence Projects will help you to build smart and practical AI-based systems leveraging deep learning and reinforcement learning. The projects illustrated in this book cover a wide range of domain problems related to healthcare, e-commerce, expert systems, surveillance fashion industry, mobile-based applications, and self-driving cars using techniques such as convolutional neural networks, deep reinforcement learning, LSTM-based RNNs, restricted Boltzmann machines, generative adversarial networks, machine translation, and transfer learning. The theoretical aspects of building the intelligent applications illustrated in this book will enable the reader to extend the projects in interesting ways and get them up to speed in building impactful AI applications. By the end of this book, you will be skilled enough to build your own smart models to tackle any kind of problem without any hassle.
Intelligent Projects Using Python – Santanu Pattanayak
The hundred-page Machine Learning Book - Andriy Burkov
Python String lower()
Python List Comprehension
Deep Learning - Ian Goodfellow & Yoshua Bengio & Aaron Courville
Python Deep Learning Cookbook - Indra den Bakker
Python Operator Overloading
Python String translate()
Python max()
Python Deeper Insights into Machine Learning - Sebastian Raschka & David Julian & John Hearty
Python Program to Get the Last Element of the List
Python reversed()
Python Program to Create Pyramid Patterns
Python String upper()
Deep Learning with Theano - Christopher Bourez
Python Input, Output and Import
Python Functions
Python __import__()
Python strptime()
Python Program to Differentiate Between del, remove, and pop on a List
Python Dictionary setdefault()
Python Set symmetric_difference_update()
Python Program to Check if a Key is Already Present in a Dictionary
Python Set copy()
Deep Learning with Python - Francois Chollet
Python Program to Get the File Name From the File Path
Python Program to Generate a Random Number
Python Program to Measure the Elapsed Time in Python
Deep Learning - A Practitioner's Approach - Josh Patterson & Adam Gibson
Python Program to Print the Fibonacci sequence
Python frozenset()
Python String isalnum()
Python Program to Convert Decimal to Binary Using Recursion
