Advanced Python for Artificial-Intelligence Course Index

Duration 3 Days

Day 1:

Decision Tree Random Forests

Genetic Algorithms

Fuzzy Controller for Inverted Pendulum lab (According to Fuzzy Logic)

Prediction Lab : Create  a program  to predict  the category  of a news  by just  reading  the headline  of the  news  and applying decision  tree classification  algorithm  C4.5. The category  class set is {"Business ", "Comedy ", " Sports", "Crime", "Religion"}.

Day 2:

Sequential Data and Time Series Analysis Advanced

Neural Networks

Day 3:

Deep Learning

Project(Labs):

Create a neural network which shows the functionality of a XOR function Lab

Prediction Lab: Write a program that predicts the category of a news by just reading the headline of the news and  applying a neural network experimenting with different parameters. The category class set is {"Business",  "Comedy", " Sports", "Crime", "Religion"}.