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Python Learning Path
Create Applications with a Popular Language for Data Science and More

Understand why Python is a fantastic language with growing communities around data science, machine learning, AI, and web development.

Total time: 9 hours, 36 minutes

Core Coursework

Take these in order
Prerequisite: Experience with another programing language or programming concepts like functions, loops, and conditions
Editor's Note
Learn the fundamentals of Python from the basic syntax to more complex use cases like OOP and working with web frameworks.
Editor's Note
Go deeper with Python by learning advanced use cases, exception handling, and how to craft libraries and modules.

Intermediate Python

Utilize comprehensions to manipulate large quantities of data, Python's OO system, how to approach error handling, and how to utilize a web framework in your application.
4 hours, 37 minutes CC
Intermediate Python
Editor's Note
Learn more about Python or see it applied to Machine Learning with TensorFlow. You might also like other backend languages like Rust and Go.

Elective Coursework

Optional, take in any order

Python Fundamentals

Create and run simple Augment Python programs, including working with the available data types, writing functions and classes, and much more. Read more!
Python Fundamentals

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras

Learn Machine Learning, Deep Learning, and AI through hands-on examples of image categorization, image manipulation, and text analytics.
A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras

Basics of Go

Get a quick introduction to Go. Learn basic syntax like variables, constants, data types, and creating and importing packages. You’ll get hands-on with all the necessary features of Go to get up to speed with the language quickly!
Basics of Go

Build Go Apps That Scale on AWS

Learn Go, AWS CDK, Lambdas, DynamoDB, API Gateway, JSON Web Tokens, and deploy infrastructure as code!
Build Go Apps That Scale on AWS

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