Full Catalog

Career Paths

Career path
Back-End Engineer
Back-end developers deal with the hidden processes that run behind the scenes, building APIs and databases that power the front-end.
Includes 41 Courses
With Professional Certification
Beginner Friendly
122 Lessons
Career path
Business Intelligence Data Analyst
BI Data Analysts use Python and SQL to query, analyze, and visualize data — and Tableau and Excel to communicate findings.
Includes 18 Courses
With Certificate
Beginner Friendly
46 Lessons
Career path
Computer Science
Looking for an introduction to the theory behind programming? Master Python while learning data structures, algorithms, and more!
Includes 6 Courses
With Professional Certification
Beginner Friendly
82 Lessons
Career path
Data Engineer
A data engineer builds the pipelines to connect data input to analysis.
Includes 17 Courses
With Certificate
Beginner Friendly
67 Lessons
Career path
Data Scientist: Analytics Specialist
Data Analysts and Analytics Data Scientists use Python and SQL to query, analyze, and visualize data — and communicate findings.
Includes 22 Courses
With Professional Certification
Beginner Friendly
69 Lessons
Career path
Data Scientist: Inference Specialist
Inference Data Scientists run A/B tests, do root-cause analysis, and conduct experiments. They use Python, SQL, and R to analyze data.
Includes 24 Courses
With Certificate
Beginner Friendly
78 Lessons
Career path
Data Scientist: Machine Learning Specialist
Machine Learning Data Scientists solve problems at scale, make predictions, find patterns, and more! They use Python, SQL, and algorithms.
Includes 27 Courses
With Professional Certification
Beginner Friendly
81 Lessons
Career path
Data Scientist: Natural Language Processing Specialist
NLP Data Scientists find meaning in language, analyze text and speech, and create chatbots. They use Python, SQL, & NLP to answer questions.
Includes 31 Courses
With Certificate
Beginner Friendly
84 Lessons
Career path
Front-End Engineer
Front-end engineers work closely with designers to make websites beautiful, functional, and fast.
Includes 34 Courses
With Professional Certification
Beginner Friendly
131 Lessons
Career path
Full-Stack Engineer
A full-stack engineer can get a project done from start to finish, back-end to front-end.
Includes 51 Courses
With Professional Certification
Beginner Friendly
169 Lessons
Career path
Machine Learning/AI Engineer
Machine Learning/AI Engineers build end-to-end ML applications and power many of the apps we use every day. They work in Python, Git, & ML.
Includes 7 Courses
With Certificate
Beginner Friendly
39 Lessons
Career path
iOS Developer
Learn how to use Swift and SwiftUI to build iOS applications.
Includes 26 Courses
With Certificate
Beginner Friendly
51 Lessons

Full Catalog

Career Paths

Back-End Engineer

Business Intelligence Data Analyst

Computer Science

Data Engineer

Data Scientist: Analytics Specialist

Data Scientist: Inference Specialist

Data Scientist: Machine Learning Specialist

Data Scientist: Natural Language Processing Specialist

Front-End Engineer

Full-Stack Engineer

Machine Learning/AI Engineer

iOS Developer

Skill Paths

Analyze Data with Python

Analyze Data with R

Analyze Data with SQL

Analyze Financial Data with Python

Apply Natural Language Processing with Python

Build Basic Android Apps with Java

Build Chatbots with Python

Build Deep Learning Models with TensorFlow

Build Python Web Apps with Django

Build Python Web Apps with Flask

Build Web Apps with ASP.NET

Build a Machine Learning Model with Python

Build a Recommender System

Build a Social Media iOS App with Firebase and SwiftUI

Build a Website with HTML, CSS, and GitHub Pages

Build an Intermediate iOS App with SwiftUI

Build iOS Apps with SwiftUI

Code Foundations

Create REST APIs with Spring and Java

Create Video Games with Phaser.js

Create a Back-End App with JavaScript

Create a Front-End App with React

Create an Advanced Web App with React and Redux

Cybersecurity Analyst Interview Prep

Data Analyst Interview Preparation

Data Science Foundations

Data Scientist Interview Preparation

Design Databases With PostgreSQL

Feature Engineering

Fundamental Math for Data Science

Fundamentals of Cyber Resilience and Risk Management

Fundamentals of Cybersecurity

Intermediate Machine Learning

Learn C

Learn Machine Learning

Learn PHP

Machine Learning and AI Fundamentals

Master Statistics with Python

Pass the Technical Interview with Java

Pass the Technical Interview with JavaScript

Pass the Technical Interview with Python

Pass the Technical Interview with Swift

Scan Systems with Nmap

Securing Express Applications

Software Engineering for Data Scientists

Study for the AP Computer Science A Exam (Java)

Visualize Data with Python