VIA 501E - Advances in Data Science

Course Objectives

1. Teaching the main concepts and methods in data science
2. Teaching the fundamentals of the Python programming language and the necessary libraries for data analysis
3. Providing application skills for implementing the methods and techniques in data science using Python programming language
Gaining the ability to develop solutions approaches to real life problems in business world using the data science

Course Description

Fundementals of Data Science, Python Toolboxes for Data Scientists, Descriptive Statistics, Statistical Inference, Supervised Learning,Regression Analysis, Unsupervised Learning, Network Analysis, Recommender Systems, Sentiment Analysis, Parallel Computing