#### GETTING STARTED WITH DATA ACADEMY

Once you complete these courses you can be confident that you’re able to tackle the rest of the topics in the Data Academy.

Try for freeThese courses were created as a starting point for every Data Academy subscriber, to make sure every learner has mastered certain core competencies before proceeding with the rest of the courses in the Academy.

### TOPICS

### GETTING STARTED WITH DATA ACADEMY COURSE LIST

##### The Python Workshop

- Introduction to Python – Math, Strings, Conditionals and Loops
- Getting started with Python Structures
- Executing Python – Programs, Algorithms, and Functions
- Extending Python – Files, Errors, and Graphs
- Constructing Python – Classes and Methods
- Understanding the Standard Library
- Becoming Pythonic
- Software Development with Python
- Discovering Tools for Python Developers
- Introduction to Data Analytics with pandas and NumPy
- Introduction to Machine Learning Models

##### The Statistics and Calculus Workshop

- Introduction to Python: Structures and Tools
- Understanding Python’s Main Tools in Statistics
- Employing Python’s Tools with Statistics
- Using Functions and Algebra with Python
- Mathematics with Python
- Extending Mathematics with Python
- Exploring and Visualizing Statistics with Python
- Applying Foundational Probability Concepts
- Developing Python’s Use in Statistics
- Beginning Calculus with Python
- Extending Calculus with Python
- Practicing Calculus with Python