Advanced Artificial Intelligence With Python

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"}.


X

Giriş Yap

Şifremi Unuttum

Şifremi Unuttum

Geri