Course Objectives
- Teaching the main concepts and methods in data science
- Teaching the fundamentals of the Python programming language and the necessary libraries
for data analysis - 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
Topics
- Fundementals of Data Science
- Toolboxes for Data Scientists – Python
- Descriptive Statistics
- Statistical Inference
- Supervised Learning
- Regression Analysis
- Unsupervised Learning
- Network Analysis
- Recommender Systems
- Statistical Natural Language Processing for Sentiment Analysis
- Parallel Computing
