Program Overview

Data-driven decision making

Overview

This module is the first part of the "Data Science and Modeling" certificate. The objective is to take in hand data visualization, exploratory data analysis, then explore the power of data and its role in business decision making.

Objectives

• The basic knowledge and business applications of data science
• Concrete experience in data cleansing and data visualization
• The skills to implement data solutions in your company

Content

Day 1: Data Science and Artificial Intelligence (AI)

• Discover the fundamentals of data science and its role in business decision-making.
• The main concepts covered in this module are: decision making with data, data coding methods, and the Python programming language using Pandas and Jupiter Notebook.

Day 2: Data cleansing and visualization

• Focus on data cleaning and data visualization methods: how to understand data and how to bring out their information.
• The main concepts covered in this module are: data cleaning, data visualization, the NumPy and Matplotlib libraries and visual narration.

Day 3: Clean up and visualize a business database

• Explore a practical example to clean, understand, and visualize a business database.
• The main concepts covered in this module are: data-driven decision making, data cleansing, data visualization and visual storytelling.

Trainers/Teachers

Doreid Ammar

• Expertise: Data science
• Professor in Data science and Computer science | Academic Directors

Program Details

• Prerequisites: Good knowledge of mathematical tools (linear algebra, probability, statistics) and programming (Python).
• Location: Cachan
• Duration of the training: 4 days
• Dates: January 6-7 & 20-21, 2023
• Price: €1,950 excluding VAT

Support for Individuals with Disabilities

• Our training programs are open to everyone. If you have specific needs, especially related to a disability, please do not hesitate to contact us. Our team is ready to welcome you and address your needs. Find the welcome guide and all the information about the support and assistance available for our students and participants with disabilities!