Data Science / Fall 2023
Updates
- New Assignment released: [Assignment 5 -Recommendation Systems]
- New Lecture is up: Recommendation Systems [slides]
- New Lecture is up: Hyperparameter Tuning [slides]
- New Assignment released: [Assignment 4 -Model Selection]
- New Lecture is up: PCA & SVM [slides]
- New Lecture is up: SVM [slides]
- New Lecture is up: Basic Neural Network [slides]
Course Description
This course is an introduction to data science. It is an overview of the latest primary knowledge and skills in the data science criteria, focusing on the basics of linear algebra, probability and statistics, first steps of working with data, data wrangling, exploratory data analysis, visualization techniques, and the essentials of supervised learning, time series analysis, and unsupervised methods. There are no particular prerequisites, and we tried to cover everything to our potential.
Instructors
Dr.Saeed Reza Kheradpisheh
