AI4ALL-2022-NLP

Day 1--June 27, Monday

Welcome to AI4ALL NLP slides

Day 2--June 28, Tuesday

Introduction to AI slides

Day 3--June 29, Wednesday

Python Notebook 1
Python Notebook 2

Day 4--June 30, Thursday

Python Notebook 3
Python Notebook 4

Day 5--July 1, Friday

Introduction to NLP slides.
Rule Based Classifier Notebook

Day 6--July 5, Tuesday

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

Day 7--July 6, Wednesday

Naive Bayes slides
Naive Bayes notebook
Conditional Probablity Worksheet

Day 8--July 7, Thursday

Data Representation slides
Data Representation notebook
Data Representation notebook solution

Day 9--July 8, Friday

Clustering Slides
Clustering Notebook

Day 9--July 11, Monday

Regression Slides
Regression Notebook
Regression Notebook Solution

Day 11--July 12, Tuesday

Classification slides
Classification notebook

Day 12--July 13, Wednesday

Neural Networks slides
Neural Networks Notebook
Neural Networks Notebook Solution

Other materials

Our NLP playground has interactive material to peruse for fun.
Unix for Poets has more details on text processing.
Naive Bayes cheat sheet.
Latex to make our slides / poster pretty