DataCamp Projects

A portfolio of projects completed in the DataCamp platform, demonstrating key areas in data analytics, data engineering, and data science. The links below are categorized by field and language for easier navigation.

Data Engineering (Python - Data cleaning and transformation)

1. Cleaning Bank Marketing Campaign Data
2. Preparing Customer Analytics Data for Modeling

Data Engineering (PySpark)

3. Cleaning Voltmart Orders Dataset with PySpark

Data Analytics (SQL, Snowflake)

4. Analyzing Students' Mental Health in SQL
5. Exploring London's Travel Network
6. Exploring Motorcycle Part Sales
7. Evaluate a Manufacturing Process

Data Analytics (Python, Pandas, Matplotlib)

8. Visualizing History of Nobel Prize Winners
9. Analyzing Crimes in California
10. Investigating Netflix Movies
11. Exploring NYC Public School Test Result Scores
12. Analyzing Super Bowl TV Data
13. The Android App Market on Google Play

Statistical Analysis / Hypothesis Testing (Python, pingouin)

14. Hypothesis Testing with Soccer Matches
15. Dr. Semmelweis and the Discovery of Handwashing

Machine Learning (TPOT, sklearn, MLflow)

16. Give Life: Predict Blood Donations
17. Predicting Mean Temperature in London (Sklearn + MLflow)

Natural Language Processing (RegEx, NLTK, LDA)

18. The Hottest Topics in Machine Learning
19. Find Movie Similarity by Plot Summaries

Deep Learning (Keras)

20. ASL Recognition with Deep Learning