AI4ALL-2023-NLP

Day 1--June 26, Monday

Welcome to AI4ALL NLP slides

Day 2--June 27, Tuesday

Session1: Intro to ML

Session2: Intro to AI

Day 2--June 28, Wednesday

Python Notebook 1
Python Notebook 2

Day 4--June 29, Thursday

Python Notebook 3
Python Notebook 4

Day 5--Jun3 30, Friday

Introduction to NLP slides.
Rule Based Classifier Notebook
Notebook solution

Day 6--July 3, Monday

Evaluation Metrics slides
Evaluation Metrics Notebook
Precision/Recall/F1 Exercise Worksheet

Day 7--July 5, Wednesday

Conditional Probability and Naive Bayes
Naive Bayes Notebook

Day 8--July 6, Thursday

Data Representation
Ngram and Language Model Notebook
Solution Notebook

Day 9--July 7, Friday

Clustering Slides
Clustering Notebook

Day 10--July 10, Monday

Regression Slides
Regression Notebook
Regression Solution

Day 11--July 11, Tuesday

Classification slides
Classification notebook

Day 12--July 12, Wednesday

Neural network
Neural network notebook