Artificial Intelligence

General and Historical Introduction
A short general introduction and a timeline of important events in Artificial Intelligence
Sep 13, 2021
What is Machine Learning?
Some categorization of Machine Learning Knowledge
Sep 13, 2021
Data
A description of datasets
Sep 13, 2021
NumPy Basics
A short tutorial on NumPy
Sep 13, 2021
Regression Models
An analysis of linear, non-linear and logistic regression models to solve some simple regression/classification models
Sep 13, 2021
K-Nearest Neighbors
An analysis of a non-parametric algorithm with a very simple learning rule
Sep 13, 2021
PyTorch Basics
A short tutorial on PyTorch
Sep 13, 2021
Multilayer Perceptrons
Learning simple logical rule with the help of neural models
Sep 13, 2021
Recurrent Neural Networks
Automatic prediction of the sentiment conveyed by simple sentences with recurrent neural models
Sep 13, 2021
Long Short-Term Memories
Sentiment Analysis with more powerful recurrent neural models
Sep 13, 2021