Data_Mining_Course

This repository includes materials for the data mining course I took in Spring 2021 at Sharif University of Technology.

There are three directories:

1. Exams

This includes two exams:

1. Mid-term
2. Final

2. Homeworks

1. Introduction to Spark
2. Text Classification using Frequent Itemset Mining
3. Get the most relevant song using LSH and GloVe
4. Clustering
5. Recommender Systems and Graph Networks
6. SVM and DecisionTree
7. Stream Processing

3. Workshops

1. Python
2. MySQL
3. MongoDB
4. Spark
5. Visualization
6. DBSCAN
7. Graph analysis