Path to a free self-taught education in Data Science! This is a path for those of you who want to complete the Data Science undergraduate curriculum on your own time, for free, with...

A complete curriculum for a 4-year undergraduate degree in artificial intelligence. These courses are intended to provide both breadth and depth to newcomers in the fields of artificial...

This roadmap will equip a learner who might be interested in entering the dynamic world of data and business analysis, and/or is interested gaining deeper technical knowledge in Finance and...

In this hands-on, four-course program, you’ll learn the necessary tools to build scalable AI-powered applications with TensorFlow. After finishing this program, you’ll be able to apply your...

Prepare for a career as a data warehouse engineer. Gain the in-demand skills and hands-on experience to get job-ready in less than 3 months. In this program, you’ll learn in-demand skills like...

Learn in-demand skills like statistical analysis, Python, regression models, and machine learning in less than 6 months. After this roadmap, you’ll be prepared for jobs like senior data analyst,...

This is your path to a career in data analytics. Get professional training designed by Google and prepare for a new career in the high-growth field of data analytics, no experience required....

Roadmap for a free, non-accredited Master’s Degree in CS (Data Science). This program provides students with a core background in Computer Science and specialized algorithmic, statistical, and...

Roadmap for a free, non-accredited Master’s Degree in CS (Artificial Intelligence). This roadmap provides students with rigorous training in the theories and applications of deep learning and...

NLP helps computer to understand human language and also allows machines to communicate with us. Natural-language processing (NLP) is an area of computer science and artificial intelligence...

The Elements of AI is a series of free online courses created by MinnaLearn and the University of Helsinki. We want to encourage as broad a group of people as possible to learn what AI is, what...

Step by step guide to becoming an AI and Data Scientist. This roadmap was created by the AI and DS team at...

Learning path and resources to become a data engineer. Best books, best courses and best articles on each subject. How to read it: First, not every subject is required to master. Look for the...

Prepare for a career as a Data Engineer. Gain the in-demand skills and hands-on experience to get job-ready in less than 5 months. This roadmap will teach you the foundational data engineering...

Launch your career in data science. Build job-ready skills and hands-on experience for an in demand career in as little as 5 months. This curriculum is designed with a problem-solving approach at...

Prepare for a career as a data scientist. Develop in-demand skills and hands-on experience to get job-ready in as little as 5 months. You’ll learn in-demand skills used by professional data...

Launch your career as a Database Engineer. Build job-ready skills for an in-demand career and earn a credential from Meta. You’ll learn the key skills required to create, manage and manipulate...