Business Intelligence and Analytics

Description

This course has two main objectives: to provide an easy introduction to machine learning, and to improve your coding skills in Python. Enterprises collect large amounts of data about their clients: historical purchases, responses to marketing events, web search logs, etc. In today's data-driven economy, data can assist enterprises to better understand their customers, and to take more informed decisions about the business. The objective of the course is to introduce concepts in Business Intelligence and Data Analytics. During the course we will review several methods to extract and manipulate data, visualize data and make predictive decisions from data. We will also highlight potential pitfalls. Students will get hands-on experience using Python code. Group A: English Group B: French Students completing the course will understand concepts in: Data Cleaning Exploratory Data Analysis Data visualization Concepts from data mining and machine learning Regression Clustering Association rules Classification Assessment Information: Final exam: Yes