Data-Analysis-Course

👨‍🎓 Data Analysis and Information Retrieval course at ITMO University

Lectures

Lecture	Title	Google Colab
1.1	CRISP-DM	here
1.2	Classic ML Algorithms Review	here
2.1	Text Data Analysis	here
2.2	Typos Correction	here
3	Embeddings	here
4	Neural Networks	here
5	Collaborative Filtering	here
6	Information Retrieval	here
7	Graph Methods	here
8	NER, LDA	here

Name		Name	Last commit message	Last commit date
Latest commit History 22 Commits
LW1.ipynb		LW1.ipynb
LW2.ipynb		LW2.ipynb
LW3.ipynb		LW3.ipynb
LW4.ipynb		LW4.ipynb
Project.ipynb		Project.ipynb
README.md		README.md