CSC310 - Lecture Notes

What is Data Science?
Python Programming (Part I) new version 1/29/18
Python Programming (Part II)
Jupyter Notebook Basics
Processing Pipeline
Machine Learning Basics I
Machine Learning Basics II
Data Manipulation with Pandas
Data Visualization
Models I
Models II
Models III
k-Nearest Neighbors (KNN)
Artificial Neural Networks (ANN) I
Artificial Neural Networks (ANN) II
Regression
Unsupervised Learning
Natural Language Processing (NLP) I
Natural Language Processing (NLP) II
Databases