[Datacamp] Data Scientist with Python Track
- Introduction to Python
- Intermediate Python
- Project
- Data Manipulation with pandas
- Project
- Joining Data with pandas (4 hrs)
- Project
- Introduction to Data Visualization with Matplotlib (4hrs.)
- Introduction to Data Visualization with Seaborn (4hrs.)
- Python Data Science Toolbox (Part 1)
- Python Data Science Toolbox (Part 2)
- Intermediate Data Visualization with Seaborn
- Project
- Assessment
- Introduction to Importing Data in Python
- Intermediate Importing Data in Python
- Cleaning Data in Python
- Working with Dates and Times in Python
- Assessment
- Writing Functions in Python
- Assessment
- Exploratory Data Analysis in Python
- Analyzing Policy Activity with pandas
- Statistical Thinking in Python (Part 1)
- Statistical Thinking in Python (Part 2)
- Project
- Supervised Learning with scikit-learn
- Project
- Unsupervised Learning with Python
- Machine Learning with Tree-Based Models in Python
- Case Study
- Cluster Analysis in Python
