The DSPS Programme has prepared a series of short videos to help students learn foundational data science skills more effectively.

 

Descriptive Statistics

 

Powerpoint Slides (PDF)

STATA Codes (PDF)

 

Confidence Interval

 

Powerpoint Slides (PDF)

STATA Codes (PDF)

Sample Data (Excel)

Hypothesis Testing

 

Powerpoint Slides (PDF)

STATA Codes (PDF)

Sample Data (Excel)

Correlation

 

Powerpoint Slides (PDF)

Sample Data (Excel)

Basic Data Visualization using R

 

Powerpoint Slides (PDF)

Sample Data (Excel)

Other Learning Resources

Datacamp

DataCamp is a excellent self-study platform for data science students. It offers online courses in Python, SQL, R, Tableau, and other popular topics including AI. These courses cater to all levels - from beginners to advanced learners. It's a great place to learn at your own pace. 

Datacamp Website

Registration Guideline

W3Schools

W3Schools provides comprehensive tutorials on programming languages, including python and SQL. The interactive coding examples provide hands-on experience, making it an excellent resource for you to expand coding skills.  

W3Schools Website

Kaggle

Kaggle is a dynamic online community for data scientists and machine learners. It provides a platform where you can find and share datasets, explore and build models, and even participate in data science challenges.  

Kaggle Website