This post is to write down some skillsets that data scientists must have. Unlimited to:

Machine learning

Implementation and Understanding

Topics include:

• Linear Regression
• Logistic Regression
• Decision Tree & Random Forest
• Support Vector Machine
• Clustering

Python/R for data exploration

• Read Data
• Visualize Data
• Data Cleaning
• Handle Missing Data
• Basic Analysis

SQL Language

• Basic Query

Python Programming Skills

• Basic Data Structure

Busines Sense

Communiate with the insights