Visualization
44 resources
MIT OCW
free
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
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
Introduction to R and Geographic Information Systems (GIS)
Dr. Helena Vallicrosa
The goal of these videos is to provide students with tools and concepts for working with R, a free software...
Computer Science
Data Science, Analytics & Computer Technology
Engineering
beginner
MIT OCW
free
Machine Vision
Prof. Berthold Horn
This course is an introduction to the process of generating a symbolic description of the environment from an...
AI
Computer Science
Data Science, Analytics & Computer Technology
intermediate
MIT OCW
free
Visual Navigation for Autonomous Vehicles (VNAV)
Prof. Luca Carlone
This course covers the mathematical foundations and state-of-the-art implementations of algorithms for vision-based...
Aerospace Engineering
AI
Computer Science
advanced
MIT OCW
free
Computer Graphics
Prof. Wojciech Matusik
This course provides introduction to computer graphics algorithms, software and hardware. Topics include: ray...
Algorithms and Data Structures
Computer Science
Data Science, Analytics & Computer Technology
intermediate
MIT OCW
free
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
Algorithms for Inference
Prof. Devavrat Shah
This is a graduate-level introduction to the principles of statistical inference with probabilistic models defined...
Algorithms and Data Structures
Computer Science
Data Science, Analytics & Computer Technology
advanced
MIT OCW
free
Computational Camera and Photography
Prof. Ramesh Raskar
A computational camera attempts to digitally capture the essence of visual information by exploiting the synergistic...
Art, Design & Architecture
Computer Science
Data Science, Analytics & Computer Technology
advanced
MIT OCW
free
Introduction to Spatial Analysis
Prof. Sarah Williams
Geographic Information System (GIS) software manages data that represent the location of features (geographic...
Computer Science
Data Science, Analytics & Computer Technology
Engineering
advanced
MIT OCW
free
How to Process, Analyze and Visualize Data
Adam Marcus
This course is an introduction to data cleaning, analysis and visualization. We will teach the basics of data...
Computer Science
Data Science
Data Science, Analytics & Computer Technology
beginner
MIT OCW
free
Learn to Build Your Own Videogame with the Unity Game Engine and Microsoft Kinect
Kyle Keane
This is a 9-day hands-on workshop about designing, building, and publishing simple educational videogames. No...
Art, Design & Architecture
Computer Science
Data Science, Analytics & Computer Technology
intermediate
MIT OCW
free
A Workshop on Geographic Information Systems
Prof. Joseph Ferreira
This class uses lab exercises and a workshop setting to help students develop a solid understanding of the planning...
Business & Management
Civil Engineering
Computer Science
advanced
MIT OCW
free
Introduction to Design Computing
Prof. Lawrence Sass
This course will introduce students to architectural design and computation through the use of computer modeling,...
Architecture
Art, Design & Architecture
Computer Science
intermediate
MIT OCW
free
Machine Learning for Inverse Graphics
Prof. Vincent Sitzmann
This course covers fundamental and advanced techniques in this field at the intersection of computer vision,...
AI
Computer Science
Data Science, Analytics & Computer Technology
advanced
MIT OCW
free
Special Topics: Designing Sociable Media
Prof. Judith Donath
This project-based course explores new design strategies for social interaction in the computer mediated world....
Art, Design & Architecture
Communication
Computer Science
advanced
MIT OCW
free
Computational Geometry
Prof. Nicholas Patrikalakis
Topics in surface modeling: b-splines, non-uniform rational b-splines, physically based deformable surfaces, sweeps...
Algorithms and Data Structures
Computer Science
Data Science, Analytics & Computer Technology
advanced
MIT OCW
free
Statistics and Visualization for Data Analysis and Inference
Prof. Ed Vul
A whirl-wind tour of the statistics used in behavioral science research, covering topics including: data...
Computer Science
Data Science
Data Science, Analytics & Computer Technology
advanced
MIT OCW
free
Hands-On Astronomy: Observing Stars and Planets
James Elliot
This class introduces the student to the use of small telescopes, either for formal research or as a hobby.
This...
Chemistry
Computer Science
Data Science, Analytics & Computer Technology
intermediate
MIT OCW
free
Planning, Communications, and Digital Media
Prof. Lorlene Hoyt
This course focuses on methods of digital visualization and communication and their application to planning issues....
Communication
Computer Science
Data Science, Analytics & Computer Technology
advanced
MIT OCW
free
Special Problems in Architectural Design
Prof. Alexandros Tsamis
This class focuses on representation tools used by architects during the design process and attempts to discuss the...
Architecture
Art, Design & Architecture
Computer Science
advanced
MIT OCW
free
Spatial Database Management and Advanced Geographic Information Systems
Prof. Joseph Ferreira
This semester long subject (11.521) is divided into two halves. The first half focuses on learning spatial database...
Business & Management
Civil Engineering
Computer Science
advanced
MIT OCW
free
Introduction to Technology and Cities
Prof. Joseph Ferreira
This seminar is an introduction to the usage and impacts of information and communication technologies (ICTs) on...
Business & Management
Computer Science
Data Science, Analytics & Computer Technology
advanced
MIT OCW
free
Research Seminar on Urban Information Systems
Prof. Joseph Ferreira
Seminar participants and invited guests will lead critical discussions of current literature and ongoing research....
Business & Management
Computer Science
Data Science
advanced
MIT OCW
free
Special Topics in Vision Science
Prof. Edward Adelson
An advanced seminar on issues of current interest in human and machine vision. Topics vary from year to year. This...
Biomedical Technologies
Cognitive Science
Computer Science
advanced
MIT OCW
free
Holographic Imaging
Prof. Michael Halle
MAS.450 is a laboratory course about holography and holographic imaging.
This course teaches holography from a...
Art, Design & Architecture
Cognitive Science
Computer Science
intermediate
MIT OCW
free
Algorithms for Computer Animation
Prof. Jovan Popovic
Animation is a compelling and effective form of expression; it engages viewers and makes difficult concepts easier...
Algorithms and Data Structures
Computer Science
Data Science, Analytics & Computer Technology
advanced
MIT OCW
free
Social Visualization
Prof. Judith Donath
Millions of people are on-line today and the number is rapidly growing - yet this virtual crowd is often invisible....
Anthropology
Art, Design & Architecture
Computer Science
advanced
MIT OCW
free
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
International Politics in the New Century - via Simulation, Interactive Gaming, and 'Edutainment'
Prof. Nazli Choucri
This workshop is designed to introduce students to different perspectives on politics and the state of the world...
Art, Design & Architecture
Computer Science
Data Science, Analytics & Computer Technology
intermediate
MIT OCW
free
Representation and Modeling for Image Analysis
Prof. Polina Golland
Most algorithms in computer vision and image analysis can be understood in terms of two important components: a...
Computer Science
Data Science, Analytics & Computer Technology
Electrical Engineering
advanced
edX
audit free
Universita Degli Studi Di Napoli Federico Ii Visualizacion Y Manipulacion De Datos Con Tableau
Data Visualization
intermediate
edX
audit free
Universita Degli Studi Di Napoli Federico Ii Introduzione Alla Data Visualization Con Tableau
Data Visualization
intermediate
edX
audit free
Universita Degli Studi Di Napoli Federico Ii Introduccion A La Visualizacion De Datos Con Tableau
Data Visualization
intermediate
edX
audit free
Universita Degli Studi Di Napoli Federico Ii Data Visualization E Manipolazione Dei Dati Con Tableau
Data Visualization
intermediate
edX
audit free
Tsinghua University Shu Ju Ke Shi Hua Data Visualization
Data Visualization
intermediate
edX
audit free
Trinity College Data Visualization For All
Data Visualization
intermediate
edX
audit free
The University Of Wisconsin Madison Data Visualization Cloud Technologies
Data Visualization
edX
audit free
Tecnologico De Monterrey Visualizacion De Datos Y Storytelling
Data Visualization
edX
audit free
Rochester Institute Of Technology Data Representation And Visualization In Tableau
Data Visualization
intermediate
edX
audit free
Ibm Visualizing Data With Python
Data Visualization
edX
audit free
Ibm Data Visualization And Building Dashboards With Excel And Cognos
Data Visualization
intermediate
edX
audit free
Harvard University Data Science Visualization
Data Visualization
edX
audit free
Edx Intro Course Data Storytelling
Data Visualization
beginner