Topic outline
- General
- Foundation of Bussiness Acumen
- Foundation of Analytics
- Fundamental of Statistics and Math
- Introduction to Database and SQL
- Python Programming 101
- Data Wrangling and Transformation
- Exploratory Data Analysis
- Foundation of Machine Learning
- Supervised Learning
- Unsupervised Learning
- Model Selection & Evaluation
- Model Deployment
- Applied Machine Learning
- Foundation of Data Visualization
- Data Connection & Preparation
- Chart Types & Dashboard Creation
- Data Storytelling Principles
- Business Presentation & Data Storytelling
