While the Program (ICDA-Flex) is designed to adapt to an individual learning speed and preference we do recommend a certain sequence for optimum outcomes
Course 1: Business Statistics
Descriptive Statistics
Probability
Inferential Statistics
Course 2: Python Programming for Data Analytics
Python Programming Fundamentals
Course 3: Data Wrangling & Manipulation
Exploratory Data Analysis
Data Wrangling using Numpy & Pandas
Curse of Dimensionality
Feature Creation & Transformation
Visualization techniques using Python Libraries
Course 4: Data Visualization
Introduction to Data Visualization
Visual Design
Data Visualization - Charts
Data Storytelling
Data Visualization – Future Trends, Tools and Resources
Course 5: Predictive & Prescriptive Analytics/Business Decision Making
Statistical Model-Cross-sectional
Statistical Model-Longitudinal
Optimization
Insights & Inferencing
