pandaData Science & AI
11 resources
MIT OCW
free
course
Deep Learning
Prof. Phillip Isola
This course covers the fundamentals of deep learning, including both theory and applications. Topics include neural...
AI
Computer Science
Data Science, Analytics & Computer Technology
intermediate
MIT OCW
free
course
Mathematics of Big Data and Machine Learning
Dr. Jeremy Kepner
This course introduces the Dynamic Distributed Dimensional Data Model (D4M), a breakthrough in computer programming...
Business & Management
Computer Science
Data Science
intermediate
MIT OCW
free
course
Introduction to Deep Learning
Alexander Amini
This is MIT’s introductory course on deep learning methods with applications to computer vision, natural language...
AI
Computer Science
Data Science, Analytics & Computer Technology
intermediate
MIT OCW
free
course
Foundation Models and Generative AI
Rickard Gabrielsson
ChatGPT, Copilot, CLIP, Dall-E, Stable-Diffusion, AlphaFold, self-driving cars—is now the time that artificial...
AI
Computer Science
Data Science, Analytics & Computer Technology
intermediate
MIT OCW
free
course
AI 101
Brandon Leshchinskiy
Machine vision. Data wrangling. Reinforcement learning. What do these terms even mean?...
AI
Computer Science
Data Science, Analytics & Computer Technology
intermediate
MIT OCW
free
course
text only
Interactive Data Visualization and Society
Prof. Arvind Satyanarayan
The world is awash with increasing amounts of data, and we must keep afloat with our relatively constant perceptual...
Computer Science
Data Science, Analytics & Computer Technology
Engineering
intermediate
MIT OCW
free
course
text only
Topics in Mathematics of Data Science
Dr. Afonso Bandeira
This is a mostly self-contained research-oriented course designed for undergraduate students (but also extremely...
Computer Science
Data Science
Data Science, Analytics & Computer Technology
intermediate
MIT OCW
free
course
text only
Visualization for Mathematics, Science, and Technology Education
Violeta Ivanova
This course is an introduction to principles and techniques of visual communication, and provides opportunities for...
Art, Design & Architecture
Communication
Educational Technology
intermediate
MIT OCW
free
course
text only
Scientific Visualization across Disciplines: A Critical Introduction
Prof. Joseph Dumit
This subject exposes students to a variety of visualization techniques so that they learn to understand the work...
Communication
Computer Science
Data Science, Analytics & Computer Technology
intermediate
MIT OCW
free
course
text only
Advanced Topics in Hispanic Literature and Film: The Films of Luis Buñuel
Prof. Elizabeth Garrels
This course considers films spanning the entire career of pioneering Spanish filmmaker Luis Buñuel (1900–1983), from...
Art, Design & Architecture
History
Humanities
intermediate
MIT OCW
free
course
text only
Data Storytelling Studio: Climate Change
Rahul Bhargava
This course explores visualization methodologies to conceive and represent systems and data, e.g., financial, media,...
Anthropology
Art, Design & Architecture
Communication
intermediate