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"}.