Python
Learning
Learning Paths
Use notebooks for experimentation with the Azure Machine Learning Python SDK v2.
Levels: Beginner
Roles: Data Scientist
Modules
Learn the basics of Python, including how to use Jupyter notebooks, create programs and projects, and work with strings, math, lists, loops, dictionaries, and functions.
Levels: Beginner
Roles: Developer, Student
Modules
- Get started with Python in Visual Studio Code
- Write your first Python programs
- Create and manage projects in Python
- Use Boolean logic in Python
- Use strings in Python
- Use mathematical operations in Python
- Introduction to lists in Python
- Use 'while' and 'for' loops in Python
- Manage data with Python dictionaries
- Python functions
- Python error handling
- Get started with Jupyter notebooks for Python
Azure Machine Learning compute targets and environments with Python SDK v2
Levels: Beginner
Roles: Data Scientist
Modules
Azure Machine Learning Python SDK v2
Levels: Beginner
Roles: Data Scientist
Modules
Azure Machine Learning Python SDK v2
Levels: Beginner
Roles: Data Scientist
Modules
Use the Python framework Django to create data-driven websites.
Levels: Intermediate
Roles: Developer, Student
Modules
Get an introduction to Python, and be inspired to learn, discover, and create using Python-based data science and machine learning to help generate knowledge about the world beyond Earth.
Levels: Beginner
Roles: Student, Data Scientist
Modules
Learn to transition students from block-based coding to text-based coding in Python, how the Minecraft Computer Science learning progression guides student learning through computer science skills and concepts, and to implement curricular resources for Python.
Levels: Advanced
Roles: K-12 Educator, School Leader
Modules
You are a novice but dedicated sleuth, and you enjoy solving mysteries. Harness the power of Python and Visual Studio Code to find solutions programmatically and resolve intrigue.
Levels: Beginner
Roles: Developer, Student
Modules
This learning path gives you a view into the worlds of AI and space. Learn how to create an AI model that can classify the type of space rock in a random photo.
Levels: Beginner
Roles: Student, Data Scientist
Modules
Interested in learning how to build apps in Python that scales and that you want to maintain? Then this is the path for you. It will take you through basics of the language but also teach you various patterns you can use.
Levels: Beginner
Roles: Developer, Student
Modules
This *Over the Moon* - inspired learning path aims to equip you with data science, artificial intelligence, and coding strategies to discover the technology used in space exploration.
Levels: Beginner
Roles: Data Scientist, Developer, Student
Modules
Learning Modules
