DataCamp

This Repository contains all the courses of DataCamp's Data Scientist with Python Track and Skill tracks that I completed and implemented in jupyter notebooks locally

Career Track:

Data Scientist with Python

• Introduction to Python
• Intermediate Python for Data Science
• Python Data Science Toolbox (Part 1)
• Python Data Science Toolbox (Part 2)
• Importing Data in Python (Part 1)
• Importing Data in Python (Part 2)
• Cleaing Data in Python
• Pandas Foundation
• Manipulating DataFrames with pandas
• Merging DataFrames with pandas
• Intro to SQL for Data Science
• Introduction to Databases in Python
• Introduction to Data Visualization with Python
• Interactive Data Visualization with Bokeh
• Statistical Thinking in Python (Part 1)
• Statistical Thinking in Python (Part 2)
• Joining Data in SQL
• Supervised Learning with scikit-learn
• Machine Learning with the Experts - School Budgets
• Unsupervised Learning in Python
• Deep Learning in Python
• Network Analysis in Python (Part 1)

Skill Tracks:

• Data Manipulation with Python
• Importing & Cleaning Data with Python
• Machine Learning with Python

Projects:

• Do Left-handed People Really Die Young_
• Dr. Semmelweis and the Discovery of Handwashing
• Name Game_ Gender Prediction using Sound
• Up and Down With the Kardashians
• Predicting Credit Card Approvals