Individuals who have a basic science and analysis background. It is best suited for those with the capability of leveraging applied science with python and other similar computing languages. Participants should be able to utilize these skill sets to conduct data analysis and generate data visualization reports based on different business scenarios.
Basic Theory: Statistics, Probability, Data Mining, Basic Python Programming, Data Processing, Data Visualization, Machine Learning
Tools and Software Requirements: Python
Prerequisite Skills: Ability to utilize python and similar tools to generate data visualization reports through implementing data control, data processing, data cleaning, analysis and related tasks.
- Foundations of Numpy and Panda
- Data Manipulation
- Data Visualization
- Basic Machine Learning (Linear Regression, Logistic Regression, Decision Tree, Random Forest…)