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159 results

Electrical & Computer Learning Center, ECL Center
Underactuated Robotics - MIT - 20

Lecture 20: Temporal Difference Learning with Function Approximation Topics covered: Temporal difference learning with ...

1:17:45
Underactuated Robotics - MIT - 20

9 views

7 months ago

Electrical & Computer Learning Center, ECL Center
Nonlinear Programming - MIT - Lec 03

Newton's Method Source: OCW MIT - Massachusetts Institute of Technology More information is available in the playlist details.

1:29:28
Nonlinear Programming - MIT - Lec 03

64 views

10 months ago

Institute for Pure & Applied Mathematics (IPAM)
Jason Altschuler - Near-Linear Runtime for a Classical Matrix Preconditioning Algorithm

Recorded 22 May 2025. Jason Altschuler of the Massachusetts Institute of Technology presents "Near-Linear Runtime for a ...

54:54
Jason Altschuler - Near-Linear Runtime for a Classical Matrix Preconditioning Algorithm

787 views

8 months ago

Electrical & Computer Learning Center, ECL Center
Matrix Calculus for Machine Learning and Beyond - MIT - Lec 01 - Part 1

Lecture 1 Part 1: Introduction and Motivation Description: What is matrix calculus, and why do we need to go beyond single ...

57:42
Matrix Calculus for Machine Learning and Beyond - MIT - Lec 01 - Part 1

745 views

11 months ago

Electrical & Computer Learning Center, ECL Center
Underactuated Robotics - MIT - 10

Lecture 10: Trajectory Stabilization and Iterative Linear Quadratic Regulator Topics covered: Trajectory stabilization and iterative ...

1:19:51
Underactuated Robotics - MIT - 10

18 views

7 months ago

Electrical & Computer Learning Center, ECL Center
Nonlinear Programming - MIT - Lec 13

Semidefinite Optimization I Source: OCW MIT - Massachusetts Institute of Technology More information is available in the playlist ...

1:24:43
Nonlinear Programming - MIT - Lec 13

57 views

10 months ago

Electrical & Computer Learning Center, ECL Center
Computational Science and Engineering I - MIT - Rec 04

Recitation 04 Instructor: Prof. Gilbert Strang Source: OCW MIT - Massachusetts Institute of Technology More information is ...

56:18
Computational Science and Engineering I - MIT - Rec 04

8 views

3 months ago

Electrical & Computer Learning Center, ECL Center
Computational Science and Engineering I - MIT - Rec 03

Recitation 03 Instructor: Prof. Gilbert Strang Source: OCW MIT - Massachusetts Institute of Technology More information is ...

56:13
Computational Science and Engineering I - MIT - Rec 03

10 views

3 months ago

Electrical & Computer Learning Center, ECL Center
Underactuated Robotics - MIT - 16

Lecture 16: Introducing Stochastic Optimal Control Topics covered: Introducing stochastic optimal control Instructors: Russell ...

1:23:33
Underactuated Robotics - MIT - 16

8 views

7 months ago

Electrical & Computer Learning Center, ECL Center
Introduction to CS and Programming using Python - MIT - Lec 23

Lecture 23: Complexity Classes Examples Topics: String and List Examples, Analyzing Complexity, Search: indirection, linear ...

1:21:18
Introduction to CS and Programming using Python - MIT - Lec 23

14 views

5 months ago

Electrical & Computer Learning Center, ECL Center
Computational Science and Engineering I - MIT - Lec 10

Lecture 10: Finite Differences in Time Instructor: Prof. Gilbert Strang Source: OCW MIT - Massachusetts Institute of Technology ...

54:59
Computational Science and Engineering I - MIT - Lec 10

16 views

3 months ago

Electrical & Computer Learning Center, ECL Center
Underactuated Robotics - MIT - 04

Lecture 04: Optimal Control of the Double Integrator (cont.) Topics covered: Optimal control of the double integrator (continued) ...

1:24:53
Underactuated Robotics - MIT - 04

6 views

7 months ago

Electrical & Computer Learning Center, ECL Center
Underactuated Robotics - MIT - 09

Lecture 09: Trajectory Optimization Topics covered: Trajectory optimization Instructors: Russell Tedrake Source: OCW MIT ...

1:09:07
Underactuated Robotics - MIT - 09

4 views

7 months ago

Electrical & Computer Learning Center, ECL Center
Underactuated Robotics - MIT - 05

Lecture 05: Numerical Optimal Control (Dynamic Programming) Topics covered: Numerical optimal control (dynamic ...

1:12:43
Underactuated Robotics - MIT - 05

5 views

7 months ago

Electrical & Computer Learning Center, ECL Center
Introduction to CS and Programming using Python - MIT - Lec 22

Lecture 22: Big Oh and Theta Topics: Complexity: Big-Oh notation, Big-Theta notation, complexity relations and classes, ...

1:20:36
Introduction to CS and Programming using Python - MIT - Lec 22

12 views

5 months ago

Electrical & Computer Learning Center, ECL Center
Introduction to Computer Science and Programming in Python - MIT - Lec 12

Lecture 12: Searching and Sorting Description: In this lecture, Prof. Grimson explains basic search and sort algorithms, including ...

48:32
Introduction to Computer Science and Programming in Python - MIT - Lec 12

77 views

11 months ago

Electrical & Computer Learning Center, ECL Center
Underactuated Robotics - MIT - 23

Lecture 23: Case Studies in Computational Underactuated Control Topics covered: Case studies in computational underactuated ...

1:02:11
Underactuated Robotics - MIT - 23

19 views

7 months ago

Electrical & Computer Learning Center, ECL Center
Introduction to EECS II Digital Communication Systems - MIT - Lec 04

Lecture 04: Linear Block Codes, Parity Relations Description: This lecture continues to cover linear block codes. The generator ...

50:00
Introduction to EECS II Digital Communication Systems - MIT - Lec 04

3 views

9 months ago

Electrical & Computer Learning Center, ECL Center
Principles of Digital Communication II - MIT - Lec 24

Lecture 24: Linear Gaussian Channels Topics covered: Linear Gaussian Channels Instructor: Prof. David Forney Source: OCW ...

1:21:13
Principles of Digital Communication II - MIT - Lec 24

6 views

9 months ago

Electrical & Computer Learning Center, ECL Center
Introduction to Computer Science and Programming in Python - MIT - Lec 11

Lecture 11: Understanding Program Efficiency, Part 2 Description: In this lecture, Prof. Grimson continues discussing different ...

49:13
Introduction to Computer Science and Programming in Python - MIT - Lec 11

27 views

11 months ago

The Linux Foundation
Predicting Bazel build times using Machine Learning

Join us as we share a linear regression algorithm with feature crossing that predicts the CPU-time of a Bazel build. This model will ...

11:43
Predicting Bazel build times using Machine Learning

51 views

9 months ago

Electrical & Computer Learning Center, ECL Center
Principles of Digital Communication II - MIT - Lec 15

Lecture 15: Trellis Representations of Binary Linear Block Codes Topics covered: Trellis Representations of Binary Linear Block ...

1:20:58
Principles of Digital Communication II - MIT - Lec 15

7 views

9 months ago

Electrical & Computer Learning Center, ECL Center
Introduction to EECS II Digital Communication Systems - MIT - Lec 05

Lecture 05: Error Correction, Syndrome Decoding Description: This lecture continues to explore error correction through a closer ...

48:55
Introduction to EECS II Digital Communication Systems - MIT - Lec 05

16 views

9 months ago

Electrical & Computer Learning Center, ECL Center
Matrix Calculus for Machine Learning and Beyond - MIT - Lec 05 - Part 2

Lecture 5 Part 2: Forward Automatic Differentiation via Dual Numbers Description: One simple way to automatically differentiate ...

36:02
Matrix Calculus for Machine Learning and Beyond - MIT - Lec 05 - Part 2

44 views

11 months ago

Electrical & Computer Learning Center, ECL Center
Introduction to EECS II Digital Communication Systems - MIT - Lec 16

Lecture 16: Recursion on Non-Numerics Topics: Recursion: Fibonacci, Fibonacci with a dict, recursion on non-numerics, ...

47:43
Introduction to EECS II Digital Communication Systems - MIT - Lec 16

6 views

9 months ago