On this page: Offerings • Why Choose CDS Open Education?
At NYU’s Center for Data Science (CDS), we believe in making high-quality education accessible to all. Our Open Education initiatives bring world-class instruction in data science, machine learning, and artificial intelligence to learners around the globe. Whether you’re a beginner looking to explore the field or an experienced practitioner aiming to deepen your knowledge, our open courses and programs offer something for everyone.
Offerings
Yann LeCun’s Deep Learning Course
Dive into the cutting-edge world of deep learning with NYU’s own Yann LeCun, a pioneer in the field. This comprehensive course covers everything from the basics of neural networks to advanced topics in computer vision and natural language processing. Through recorded lectures, slides, and hands-on notebooks, you’ll gain insights directly from one of AI’s leading minds.
Mathematical Tools for Data Science
Develop a strong foundation in the mathematical concepts crucial for data science. This rigorous course, taught by Professor Carlos Fernandez-Granda, covers essential topics like linear algebra, Fourier analysis, probability theory, and convex optimization. With video lectures, detailed notes, and practical coding exercises, you’ll build the quantitative skills needed to excel in data science.
Data Science for Everyone: Book & Video Series
Discover the fundamentals of data science through our accessible and engaging “Data Science for Everyone” course. Developed by CDS faculty, this series of lectures and accompanying course book cover key concepts in statistics, programming, and machine learning. Perfect for beginners or those looking to broaden their understanding of data science principles.
NYU AI School
Experience an immersive introduction to AI and machine learning through our annual summer school. Designed primarily for undergraduate students, this week-long program features hands-on labs and lectures from leading experts in the field. The NYU AI School offers a unique opportunity to learn about cutting-edge research and applications of AI in modern society.
Why Choose CDS Open Education?
- Learn from world-renowned experts in data science, AI, and machine learning
- Access high-quality educational materials at no cost
- Flexible, self-paced learning options to fit your schedule
- Comprehensive coverage of both theoretical foundations and practical applications
- Opportunities for hands-on learning through coding exercises and projects
Whether you’re a student, professional, or lifelong learner, CDS Open Education provides the resources you need to thrive in the data-driven world. Explore our offerings and start your journey in data science and AI today!