Udacity Nanodegrees & Accompanying Free classes

Udacity offers some great courses in their Nanodegree programs. Apart from which many more free courses are also present.

Index

• Data Analyst Nanodegree
• Machine Learning Engineer Nanodegree
• Tech Entrepreneur Nanodegree
• Predictive Analytics for Business Nanodegree
• Intro to Programming Nanodegree
• Deep Learning Nanodegree
• Self-Driving Car Engineer Nanodegree
• Artificial Intelligence Engineer Nanodegree
• Digital Marketer Nanodegree
• Robotics Nanodegree

Data Analyst Nanodegree

Class, Github

Learn to clean messy data, uncover patterns and insights, make predictions using machine learning.

1. Intro to Descriptive Statistics
2. Intro to Inferential Statistics
3. Intro to Data Analysis
4. Data Wrangling with MongoDB
5. Data Analysis with R
6. Intro to Machine Learning
7. Data Visualization and D3.js
8. Intro to HTML and CSS
9. JavaScript Basics
10. A/B Testing

Machine Learning Engineer Nanodegree

Class, Github

This program will teach you machine learning, & apply predictive models to data in fields like finance, healthcare, education...

1. Intro to Descriptive Statistics
2. Intro to Data Science
3. Intro to Artificial Intelligence
4. Reinforcement Learning
5. Deep Learning
6. Artificial Intelligence for Robotics
7. Machine Learning for Trading

Tech Entrepreneur Nanodegree

No longer listed on Udacity Github

Built in partnership with Google, this program mixes theory & practice to show how to transform ideas into market-ready products.

1. Product Design
2. App Monetization
3. Rapid Prototyping
4. App Marketing
5. Get Your Startup Started

Predictive Analytics for Business Nanodegree

Class, Github

You’ll master the most important predictive techniques, work with leading tools in the space.

1. Problem Solving with Advanced Analytics
2. Creating an Analytical Dataset
3. Classification Models
4. Data Visualization in Tableau
5. A/B Testing for Business Analysts
6. Time Series Forecasting
7. Segmentation and Clustering

Intro to Programming Nanodegree

Class, Github

Deep Learning Nanodegree

Class, Github

Self-Driving Car Engineer Nanodegree

Class, Github

Artificial Intelligence Engineer Nanodegree

Class, Github

Digital Marketer Nanodegree

Class, Github

Robotics Nanodegree

Class, Github