Via DataWrangling, Here is one of my best finds since i took to blogging.
While browsing i came across this post that makes up a comprehensive list of publicly available video lectures on various topics on Physics, Mathematics, Computer Science, Neuro-Science etc.
Peter Skomoroch almost writes my story at the start of the post i made a reference to above. There is just too much to do these days, but i like it.
His blog is also highly recommended. It is one of the best i have come across. Though he writes at a lesser frequency, his posts are very high quality.
Pay a visit here, to find updated links for complete courses.
Here is a complete list of all the videos Peter has compiled:
Physics
- Harvard Physics: Quantum Field Theory by Sidney Coleman – 50 videos
- University of New Mexico: Physics 524 Quantum Field Theory II -27 videos
- University of New Mexico: Physics 521 Quantum Mechanics – 32 videos
- UCSD Quantum Physics 130A, 130B, 130C ~ 25 videos each
- University of South Carolina PHYS 729 – Applied Group Theory – 22 Videos, The Foundations of Theoretical Physics Using Lie Groups & Algebras
- Florida Atlantic University: PHY 6938 General Relativity — Fall 2007 – 28 videos
- Brookhaven National Laboratory Streaming Video: Cosmology for Beginners -5 videos
- MIT OpenCourseWare | Physics | Video Lectures – Physics I: Classical Mechanics, 8.02 E & M, 8.03 Vibrations and Waves, 8.224 GR & Astrophysics
- Oregon State University – Physics 464/564, Computational Physics – 23 videos, based on “A Survey of Computational Physics”, Landau, Paez, Bordeianu
- Cambridge University Video – Thermodynamics and Phase Diagrams with Harry Bhadeshia – 7 videos
- University of New Mexico: Prof. Ivan H. Deutsch, Short Course in Quantum Information 8 videos
- The Vega Science Trust – Astrophysical Chemistry by Harry Kroto – 8 videos
- CERN: Introduction to String Theory – W. Lerche - 4 videos
- CERN: String Theory – Johnson, C. (University of Southern California) - 5 videos
- CERN: String Theory for Pedestrians – Zwiebach, B. (MIT) 3 videos, author of “A First Course in String Theory”
- CERN Short Courses in Particle Physics – Accelerators, Detectors, Bubble Chambers, Feynman Diagrams, etc.
Mathematics
- Stanford EE364a: Optimization Lecture Videos
- Stanford EE263: Linear Dynamical Systems Lecture Videos
- MIT Courseware: Godel, Escher, Bach: A Mental Space Odyssey
- Constraint Programming Summer School 2007
- University of Colorado at Colorado Springs UCCS – Mathematics Video Courses – Requires free registration.. lots of courses
- UCCS Math 432 Modern Analysis II | Spring 2008
- UCCS Math 311 Number Theory | Spring 2008
- UCCS Math 535 Applied Functional Analysis | Spring 2006
- Texas A&M University – Math 614 Dynamical Systems and Chaos
- MIT OpenCourseWare | Mathematics | Video Lectures- 18.03 Differential Equations, 18.06 Linear Algebra, 18.085 Computational Science and Engineering I, 18.086 Mathematical Methods for Engineers II
Computer Science & Engineering
- Information Retrieval / Web Crawling Course – University of Freiburg
- Advanced Topics in Algorithms and Datastructures 2006 – University of Freiburg
- University of Freiburg – Advanced Topics in Algorithms and Datastructures 2005: Parallel Algorithms
- MIT Structure and Interpretation of Computer Programs, Video Lectures
- CS 251: Intermediate Software Design with C++ – Vanderbilt University
- MIT OpenCourseWare | Electrical Engineering and Computer Science | 6.046J Introduction to Algorithms (SMA 5503), Fall 2005 | Lecture Notes
- Algorithms Video Lectures from ArsDigita University
- Theory of Computation Video Lectures from ArsDigita University
- University of Washington CSE 582: Compilers
- University of Washington CSE P505: Programming Languages
- nanoHUB – Scientific Computing with Python
- CSE567M: Computer Systems Analysis (2006) – Washington University in St Louis Comparing systems using measurement, simulation, and queueing models
- NJIT Distance Learning Class Videos for CS 631 Data Management System Design
- NJIT Distance Learning Class Videos for CIS 375_602 Applications Development and Java
- NJIT Distance Learning Class Videos for CS 630 Operating Systems
- Wireless Sensor Networks – University of Freiburg – 2006
- UC Santa Cruz CMPE 118 – Introduction to Mechatronics
- RPI – ECSE-6961: Fundamentals of Wireless Broadband Networks. Spring 2007.
Machine Learning
- UC Berkeley Machine Learning Workshop 11 lectures
- CS 281A / Stat 241A: Statistical Learning Theory
- U Washington Machine Learning Videos
- University of Freiburg – Advanced AI Techniques – Reinforcement Learning, NLP, Bayesian Networks
Neuroscience & Biology
- Graduate Summer School: Probabilistic Models of Cognition: The Mathematics of Mind
- UCSD: Quantitative Molecular Biology – Physics 172/272
- University of Illinois at Urbana-Champaign – NSF Biophysics Summer School Lectures
- nanoHUB – Resources > Courses
- ITP Program on Dynamics of Neural Networks- Dynamics of Neural Networks: From Biophysics to Behavior
- Harvard School of Public Health: Bioinformatics Core
- UC Berkeley Webcasts | Video and Podcasts: MCB 130 Cell Biology
- UC Berkeley Webcasts | Video and Podcasts: MCB 110: General Biochemistry and Molecular Biology
- Univeristy of South Carolina – Microbiology and Immunology – Streaming Video
- Univeristy of South Carolina – Microbology Video Index
Finance and Econometrics
- University of Toronto ACT 460 / STA2502 – Stochastic Methods for Actuarial Science – S. Jaimungal, Department of Statistics and Mathematical Finance Program
- Economics 421 – Econometrics- Mark Thoma: Department of Economics, University of Oregon
- Course Video Lectures: Latent Variable Analysis Professor Bengt Muthén of the UCLA Graduate School of Education & Information Studies
- INFO 747 – Social and Economic Data – Cornell Record Linkage Course Lecture Videos Prof. John M. Abowd
- UC Berkeley Webcasts: Econometrics 244 – Discrete Choice Methods with Simulation
Seminars, Talks, and Conference Videos:
See http://del.icio.us/pskomoroch/talk+video for more links…
Physics
- View Past Public Lectures – Perimeter Institute for Theoretical Physics
- African Summer Theory Institute (ASTI): Online Lectures
- Rutgers Physics: NHETC video seminars
- UW Math: Milliman Lectures Archive
- The Vega Science Trust – Richard Feynman Videos
- Kavli Institute for Theoretical Physics (KITP) Online Conferences, Lectures and Seminars
Mathematics
- MSRI Video Archive
- Duke University Mathematics Department Video Archive
- Michigan State University Math Department – Video Lectures
Computer Science & Engineering
Machine Learning
- DeepLearningWorkshopNIPS2007 < Public < TWiki
- NIPS : Conferences : 2006 : Program : NIPS 2006 Schedule
- NIPS : Conferences : 2006 : Media : NIPS 2006 Media
- NIPS : Conferences : 2005 : Tutorial Videos
- NATO Advanced Study Institute on Mining Massive Data Sets for Security
Neuroscience & Biology
- UC Irvine International Imaging Genetics Conference
- Hebrew University of Jerusalem: Heller Lecture Series in Computational Neuroscience
- NIH VideoCasting: Past Events
- U Texas. Colection of Online Neuroscience Lectures
- Internet Archive Search: 2007+brain+network+dynamics
- Conference on Brain Network Dynamics 2007 – University of California Berkeley
- nanoHUB – Resources > Online Presentations
- Mathematical Biosciences Institute: Workshop on Biophysics and Mathematical Models of Calcium Channels
Finance and Economics
- International Tax Lecture Series – University of Connecticut School of Law
- Daniel Kahneman – Nobel Prize Lecture: Maps of Bounded Rationality
Open Courseware Directories and Other Video Lecture Roundup Posts
- Berkeley Course Webcasts
- MIT OpenCourseWare Videos
- Stanford University Lecture Videos
- Open Yale Courses
- VideoLectures – exchange ideas & share knowledge
- Free Science and Video Lectures Online!
- Lecturefox: free university lectures – computer science, mathematics, physics
- Business Intelligence, Data Mining & Machine Learning: Machine Learning OnLine Lectures – Machine Learning OnLine Lectures
- Yet Another Machine Learning Blog » Machine learning videos [Pierre Dangauthier]
- obousquet – ML Videos – Online videos of talks or lectures about Machine Learning related topics
The full post can be viewed here>>
Please note that i have not opened each and every link from the above. If there is any lecture that is not in the public domain, then please notify me. I will remove it (them) with immediate effect. I do not intend to post / propagate stuff which is NOT in the public domain at all.
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Nice writing style. I will come back to read more posts from you.
Susan Kishner
Shubhendu,
Glad you liked the Datawrangling post… I don’t think I’ve run across your blog before, but the topics we are interested in seem very closely aligned. Looking forward to reading more…
-Pete
Pete,
I am new to blogging. And yes some of our interest areas are closely aligned!
I had really enjoyed your post, and some posts related to python.
Though one thing i was confused about was a still from “A Clockwork Orange” in that post (on video lectures).
Ok not confused. It got me thinking.
Hi
I have been collecting lots video lectures on all the subjects at http://freevideolectures.com . You can add that one as well.
Thanks
AK
http://www.learnerstv.com is a nice website where you can watch live streaming videos on different subjects.
[...] September 11, 2008 by Shubhendu Trivedi Just two weeks ago I posted a few lectures on Machine Learning, Learning Theory, Kernel Methods etc in this post. Since then my friend and guide Sumedh Kulkarni informed me of a new course on the Stanford University youtube channel on Machine Learning I have also indexed this channel on my post on Video Lectures. [...]