Summaries of MIT OpenCourseWare Videos 📚

Lecture 26: Quantum Fluctuations and Renormalization

Laplace Equation

6.4.6 R6. Segmenting Images - Video 4: MRI Image

What do we mean by reparations?

25. Neoliberalism and the End of History - Part 7: Human Rights and Voting Rights

7.2.5 An Introduction to Visualization - Video 3: What is Data Visualization?

Big Picture: Integrals

21. Post Trade Clearing, Settlement & Processing

The simplest quantum system

Seminar 3: Jessica Sommerville - Infants' Sensitivity to Cost and Benefit

Beyond the well-mixed room: Social distancing

17. Guest Lectures by Professional Designers

4: Introduction to Philosophy of Engineering I

26. Oxidative Phosphorylation/Photosynthesis I

Carbon Dioxide Concentration (Intro to Solid-State Chemistry)

Lec 20 | MIT 5.112 Principles of Chemical Science, Fall 2005

Lecture 8.2: John Leonard - Mapping, Localization and Self Driving Vehicles

Recitation 10: Quiz 1 Review

More on superposition. General state of a photon and spin states

L2.1 Symmetries: Introduction

Lec20: Sociobiology

1.2.12 Worked Examples: Error Correction

Lecture 12: Demand for Health (Part 2)

Lecture 17: Alexandrov's Theorem

Lecture 1 Part 2: Derivatives as Linear Operators

Lecture 13: Interpreting Weather Data

Ramsauer-Townsend phenomenology

Unit 10: Utility Analysis and Multidimensional Evaluation, Video 6: Dominated Solutions

Is probability conserved? Hermiticity of the Hamiltonian

20.2.2 Wires

19. Determinant Formulas and Cofactors

L6.3 Weak Interactions: Pion Decay

Long Project: Punching Glove

Lecture 14: Inspection in PatQuick, Hough Transform, Homography, Position Determination, Multi-Scale

17.2 Worked Example - Center of Mass of 3 Objects

Airborne disease transmission in a well-mixed room: Airborne transmission rate

2.2.5 An Introduction to Linear Regression - Video 3: Multiple Linear Regression

8.2.4 Binary Multiplication

Drinking Water (Intro to Solid-State Chemistry)

Separable Equations | MIT 18.03SC Differential Equations, Fall 2011

Instructor Insights: Facilitating a Blended Learning Experience

12. Searching and Sorting

L09.3 Conditioning Example

5.4.7 R5. Predictive Coding - Video 6: Evaluating the Model

8.2.4 An Introduction to Linear Optimization - Video 3: The Problem Formulation

DD.3.3 Deep Dive - Gyroscopes - Nutation and Total Angular Momentum

Protected Attributes and 'Fairness through Unawareness,' Exploring Fairness in Machine Learning

14. P and NP, SAT, Poly-Time Reducibility

21. Neutron Transport

L16.3 LMS Estimation of One Random Variable Based on Another

Lecture 5: Verbs, Part 1

19.2.3 Atomic Transactions

Recitation 9b: DNA Sequence Matching

Lecture 3: Quotient Spaces, the Baire Category Theorem and the Uniform Boundedness Theorem

23.3 Potential Energy Reference State

The Shape of Smells (Intro to Solid-State Chemistry)

Lecture 3.1: Information Transfer in Biology — DNA Rules

L5.5 Assembling the fine-structure corrections

5. Maximum Likelihood Estimation (cont.)

10.2.6 Computability, Universality

Lecture 23: The Birth of Particle Cosmology

Delta function potential I: Solving for the bound state

L04.9 Multinomial Probabilities

14.2.1 Memory Technologies

Solving Ax=0

21.1 Scalar Product Properties

L19.2 Energy eigenstates: incident and outgoing waves. Scattering amplitude

Lecture 3.3: Information Transfer in Biology — Transcription

L3.4 Feynman Calculus: Higher-Order Diagrams

19.2.2 Semaphores

5. Discrete Random Variables I

Lec 2 | MIT 18.085 Computational Science and Engineering I, Fall 2008

Lecture 2: Bounded Linear Operators

Lecture 4: Heat Engines and Energy Conversion Efficiency

Lecture: Mathematics of Big Data and Machine Learning

20. Course Review

Student Video: 2D Brillouin Zones

3.2.3 CMOS Recipe

Lecture 12: Aircraft Performance

Lecture 23: Rhythms of Activity; Sleep and Waking

9.2.7 Sports Scheduling - Video 4: Logical Constraints

Video 3: Kanji in Tobira Lesson 3

18. PK and NRP Synthases 4

Online Written and Oral Exams

L14.8 Inferring the Unknown Bias of a Coin and the Beta Distribution

20. Cell Signaling 1 – Overview

L11.3 A Linear Function of a Continuous Random Variable

Class 9: Pleat Folding

6.2.1 Finite State Machines

Introduction to Week 6

L10.1 Instrumentation: Particle Interaction with Matter

Lecture 9: Phonology, Part 2

L21.3 Integral equation for scattering and Green's function

Causes and Consequences of Stochastic Gene Expression

Lecture 12: Assessing and Deriving Estimators

Supplemental Video: Gallium-Indium Eutectic Demo

18. Motor systems and brain states, part 4

15.2.7 Worked Examples: Pipelined Beta

Lecture 21: Relative Orientation, Binocular Stereo, Structure, Quadrics, Calibration, Reprojection

Wire Drawing (Intro to Solid-State Chemistry)

L10.9 Mixed Bayes Rule

Lecture 8 Part 2: Automatic Differentiation on Computational Graphs

16: Competency with Good Character

15.2.3 Data Hazards

Ep. 2: What the Universe Is Made of

R7. Application of Single Molecule Methods

Lecture 12: Square Roots, Newton's Method

Experimental Physics I: Final Presentation: Optical Trapping. Measuring the Boltzmann Constant.

11. Matrix Spaces; Rank 1; Small World Graphs

35.4 Rolling Without Slipping Slipping and Skidding

Student Video: Heat Transfer in a Material

35.5 Contact Point of a Wheel Rolling Without Slipping

1.2.1 The Analytics Edge - Video 1: Introduction to The Analytics Edge

Lecture 20: Postmodern approaches (audio only)

L22.5 The Mean and Variance of the Number of Arrivals

7. Decision Problems for Automata and Grammars

17. Motor systems and brain states, part 3

Lecture 12: Syntax, Part 2

Shape changes in a wave

Scenario 10: Societal Risk Assessment

4. Protein Synthesis 3

Mach-Zehnder interferometers and beam splitters

Interferometer and interference

L13.1 Transition rates induced by thermal radiation

Lecture 14: Cities and Renewable Energy, part 2: Solar

8.4.7 R8. Google AdWords - Video 6: A Greedy Approach

Lecture 08: Moments of Distribution

1.2.10 Error Detection and Correction

16.2.1 Even More Memory Hierarchy

7.2.2 Pipelined Circuits

1. Periodic Oscillations, Harmonic Oscillators

6. Ellen Swallow Richards, Part 2

L5.1 Evaluating the Darwin correction

23. New Directions in Crypto

Spring 2019 Update from the Dean

S13.1 Conditional Expectation Properties

28.3 Review of Angular Velocity and Acceleration

Lecture 14: Radar and the Manhattan Project

Lecture 3.1: Liz Spelke - Cognition in Infancy (Part 1)

S01.1 Sets

Unit 7: Drivers of Flexibility, Video 3: Discount rate and Learning Promote

11.2.6 Worked Examples

1. Introduction to 'The Society of Mind'

12.2.2 Activation Records and Stacks

9. Supply and Demand & Consumer/Producer Surplus

L04.2 The Counting Principle

15.1 Momentum and Impulse

L09.4 Memorylessness of the Exponential PDF

13. Review: The visual and oculomotor systems

Interview with Jianming Zhou and Ryder Pearce

Components of a vector | MIT 18.02SC Multivariable Calculus, Fall 2010

Tutorial 1: Leyla Isik - Introduction to Visual Neuroscience

16. Cook-Levin Theorem

Lecture 4.3. Aude Oliva - Predicting Visual Memory

Lecture 18: Land Markets (Part 3) / Public Finance (part 1)

L15.4 Instantaneous energy eigenstates and Schrodinger equation

Lec12: Evolution and the development and plasticity of behavior, part 1

Lecture 11: Demand for Health (Part 1)

4.2.7 Read-only Memories

Recitation 3: Document Distance, Insertion and Merge Sort

31.7 Worked Example - Two Blocks and a Pulley Using Energy

Lecture 17: State-Dependent Preferences, Projection, and Attribution Bias

PLP (Pyridoxal Phosphate) Reactions

Genetics and Statistics

29.2 Moment of Inertia of a Rod

24.4 Newton's 2nd Law and Energy Conservation

9.2.2 Programmable Datapaths

2.3.11 Sports Analytics - Video 6: The Analytics Edge in Sports

L1.5 Fermions, Bosons, and Fields: Reactions

Lecture 24: Credit (Part 1)

Lecture 24: Building Binary Phase Diagrams, Part II

9. Geodesics.

Order, Naming Conventions

Lecture 3: Why Quantum Field Theory

Lecture 1.5: The Molecules of Life — Nucleic Acid Polarity

16. Side-Channel Attacks

20. Defining Mental Illness: Are Suicide Bombers Insane? (audio only)

Ep. 3: Early Chemical Evolution

10.6 Creation of Particles

14: Rate Models and Perceptrons - Intro to Neural Computation

Lecture 3.2: Cognition in Infancy, Part 2

25. Oxidative Phosphorylation

Lec13: Evolution and the development and plasticity of behavior, part 2

Lecture 23: Historical Linguistics

Biofuels Sub-task Presentation II

25. Auditory systems, part 2

31. Exam Review (Intro to Solid-State Chemistry)

L17.6 LLMS for Inferring the Parameter of a Coin

5. Random Walks

8.4.8 R8. Google AdWords - Video 7: Sensitivity Analysis

Case Study: Identifying and Mitigating Unintended Demographic Bias in Machine Learning for NLP

Correspondence principle: amplitude as a function of position

22. Guest Lecture by MIT IS&T

Scattering states and the step potential

4.3.13 Healthcare Costs - Video 7: Baseline Method and Penalty Matrix

9. Cognitive Development: How Do Children Think? (audio only)

Lec 5 | MIT 18.01 Single Variable Calculus, Fall 2007

9.2.9 Jumps

Lecture 7: A Political History of Gravity

Lecture 18: Gluing Algorithms

8. Undecidability

2. How much variation in space and in time through the history of Haitian Creole?

Lecture 13: Hindbrain and Midbrain

1. Collective Behavior, from Particles to Fields Part 1

9.2.6 Constant Operands

4.2.2 Useful Logic Gates

Wellbeing is the Goal with Prof. Frank Schilbach (S4:E2)

Lec 39 | MIT 18.01 Single Variable Calculus, Fall 2007

Haber-Bosch and Human Population (Intro to Solid-State Chemistry)

Solving particle on a circle

8. Cognition: How Do You Think? (audio only)

Supplemental Video: Ternary Phase Diagram and Ouzo Demo

1.5 Categories of Physics

9. Verification and Validation

12. Graphs, Networks, Incidence Matrices

LU Decomposition

Lec 21 | MIT 5.112 Principles of Chemical Science, Fall 2005

Puzzle 1: You Will All Conform

Class 10: Kempe's Universality Theorem

S01.10 Bonferroni's Inequality

Resonances in the complex k plane

15.2.7 Worked Examples: Beta Junkyard

13: Solving Ethical Problems: Discussion of Heroes, Journeys, and Virtue in Mythology

Lecture 18: Coldwar Classroom: Teaching Quantum Theory in Postwar American Physics

7: Case Studies: Finish Challenger Case; Ford Pinto Case

7A. Protein 1: 3D Structural Genomics, Homology, Catalytic and Regulatory Dynamics, Fun...

DD.2.1 Position in the CM Frame

Class 14: Hinged Dissections

Lecture 5 Part 1: Derivative of Matrix Determinant and Inverse

11. Differentiation of the brain vesicles, part 2: Developmental distortions; evolution of...

4. Stochastic Thinking

17. Orthogonal Matrices and Gram-Schmidt

27.1 Worked Example: Elastic 1D Collision

15.2.4 Control Hazards

Clonal Interference and the Distribution of Beneficial Mutations

12. Intelligence: How Do We Know You Are Smart? (audio only)

7.4 Galaxy Travel

Unit 4: Parking Garage Case Example, Video 1: Introduction

S23.2 Poisson Arrivals During an Exponential Interval

Getting Started: Icebreaker

Powers of a Matrix

21. Causing Mental Illness: What Can Make You "Lose" Your Mind? (audio only)

Long Project: Hand Motion Controlled Car

Recitation 13: Breadth-First Search (BFS)

Series solution and quantization of the energy

Student Video: Thin Film Rainbows

Problem Set 7, Problem 1: Tracing Labels through Pathways

2. Branching and Iteration

Lecture 21: Phase Coexistence and Separation

Class 6: Payments

13. Machine Learning for Mammography

Solution for Any Input

4.4.7 R4. Regression Trees - Video 6: The CP Parameter

17. Synchronization Without Locks

Experimental Physics I: Final Presentation: Rutherford Scattering Detection through Gold Foil

9. Szemerédi's graph regularity lemma IV: induced removal lemma

Dynamics of Populations in Space

18. Freud and Fairy Tales (audio only)

L0.1 Introduction to Nuclear and Particle Physics: Course Overview

25. Neoliberalism and the End of History - Part 2: Immigration

Lec8: Innate behaviors, motivation and fundamentals of ethology

Final Exam Problem Solving

Maintenance of Redox Neutrality

Gravity

32.4 Angular Momentum of Circular Motion

8: Case Studies: Chernobyl, Three Mile Island

7. Spinal cord development and anatomy, part 1

13.2.2 ALU Instructions

Lecture 1A: Overview and Introduction to Lisp

L22.7 Time of the K-th Arrival

Lecture 1.1: Nancy Kanwisher - Human Cognitive Neuroscience

12.2.4 Compiling a Procedure

19. Games, Generalized Geography

Lecture 13: Introduction to Ideal (Gas) Mixtures

L12.11 Correlations Matter

Puzzle 5: Keep Those Queens Apart

14.1 Intro to resistive forces

Carbohydrate Biosynthesis II: Gluconeogenesis

Lecture 4: Waves in the Ether

Class 8, Part 1: DARPA as the Connected Model & Government-Private Sector Interaction

Radio Receivers

5. Synchronization Process and Pruning

Electrical Networks: Voltages and Currents

23. TCA Cycle II

Lecture 13: Walrasian Equilibrium and Trade

20.2.6 Communication Topologies

Torque

L20.10 Maximum Likelihood Estimation Examples

11A. Networks 3: The Future of Computational Biology: Cellular, Developmental, Social, E...

Group velocity and stationary phase approximation

PS.2.2 Worked Example - Stacked Blocks - Free Body Diagrams and Applying Newtons 2nd Law

L1.4 Fermions, Bosons, and Fields: Decays

11. Weighted Shortest Paths

5.3.5 How IBM Built a Jeopardy Champion - Video 3: Watson's Database and Tools

Unit 7: Drivers of Flexibility, Video 1: Five Main Drivers—Uncertainty is Most Important

5.4 Regions in Spacetime Diagrams

23. Cholesterol Homeostasis 3

Student Video: Particle in a Tube

Eigenstates of the Hamiltonian

21. Boundary Value Problems 2

4.1 Time Dilation

6. The principle of equivalence.

2.4.3 R2. Moneyball in the NBA - Video 2: Playoffs and Wins

L7.2 Higgs Physics: Fermion Masses

2. Money, Ledgers & Bitcoin

Puzzle 11: Memory Serves You Well

MIT OpenCourseWare at 20

27.5 Worked Example: Gravitational Slingshot

7.2.1 Latency and Throughput

31. Eigenvectors of Circulant Matrices: Fourier Matrix

Hand-on, Minds On with Dr. Christopher Terman (S1:E6)

22. Diagonalization and Powers of A

L08.8 Normal Random Variables

35. Nucleotide Metabolism 2

L13.8 A Simple Example

16.2.6 MMU Improvements

L10.10 Detection of a Binary Signal

Lecture 2, Signals and Systems: Part 1 | MIT RES.6.007 Signals and Systems, Spring 2011

Lecture 18: Case Study in Reacting Gas Mixtures - Introducing the Nernst Equation

3.3.5 The Framingham Heart Study - Video 3: A Logistical Regression Model

18. Hearing loss; demo by Sheila Xu, cochlear implant user

29.1 Kinetic Energy of Rotation

1. Finance, Growth, and Volatility

15. Genetics 4 – The power of model organisms in biological discovery

Product Rule and Quotient Rule

R6. Macromolecular Electron Microscopy Applied to Fatty Acid Synthase

11. Language Development: What Do Children Say? (audio only)

34. Distance Matrices, Procrustes Problem

3B. DNA 1 : Genome Sequencing, Polymorphisms, Populations, Statistics, Pharmacogenomics...

L04.6 A Coin Tossing Example

L13.5 Forecast Revisions

Lecture 10: Ledgers and Management

2: Resistor Capacitor Circuit and Nernst Potential - Intro to Neural Computation

Lecture 5 Part 2: Forward Automatic Differentiation via Dual Numbers

L1.3 Calculating the energy corrections

1. Course Overview and Introduction (MIT 15.S50 How to Win at Texas Hold 'Em, January IAP 2016)

Lecture 22: The Spectral Theorem for a Compact Self-Adjoint Operator

L6.5 Semiclassical approximation and local de Broglie wavelength

Uncertainty and eigenstates

9. Wave Equation, Standing Waves, Fourier Series

3. Deep Dive Into Clinical Data

4.2 Newton's Third Law

Lecture 4: Computational Illumination: dual photography, relighting - Part 1

Openings for Seeking Justice for Colonial Violence in Algeria

12.2.3 Stack Frame Organization

3. Signatures

Lecture 5: Complete Metric Spaces

L05.11 Linearity of Expectations

L4.6 QED: Examples

Lecture 3: Hydrogen and Biofuel Production; Design Process

4.2.1 Sum of Products

10. Introduction to Learning, Nearest Neighbors

23. High Performance in Dynamic Languages

Variation of Parameters

Lecture 7: Informational Resources

Special Lecture: The How and the Why of IFR

L08.7 Cumulative Distribution Functions

Transfer of respiratory pathogens: Aerosolized pathogen deactivation

18.2.8 Worked Examples: Devices and Interrupts

Lecture 16: Dijkstra

8. Parametric Hypothesis Testing (cont.)

Lecture 7: Convergent Sequences of Real Numbers

L1.2 Fermions, Bosons, and Fields: Feynman Diagram

19. Roth's theorem II: Fourier analytic proof in the integers

11. Defining Game, Play, and Sport

5.1 Voyager Program

7.2.5 Self-timed Circuits

31. Change of Basis; Image Compression

34. Stochastic Chemical Kinetics 1

Lecture 20: Practical Genomic Medicine

6. Electron Shell Model, Quantum Numbers, and PES (Intro to Solid-State Chemistry)

3. Blockchain Basics & Cryptography

6. 3-D Box and QM Separation of Variables

Seeing the Big Picture from Space with Astronaut Jeff Hoffman (S2:E4)

Basic Programming Techniques

L14.4 The Bayesian Inference Framework

6. Binary Trees, Part 1

Energy eigenstates on a generic symmetric potential. Shooting method

7.4.6 R7. Visualization - Video 5: World Maps in R

L10.4 Total Probability & Total Expectation Theorems

5.2.5 Sequential Circuit Timing

L2.3 Symmetries: Parity

11.2.4 Compiler Frontend

7.3.5 Visualization for Law and Order - Video 3: A Line Plot

19. Saddle Points Continued, Maxmin Principle

Lecture 10: The Completeness of the Real Numbers and Basic Properties of Infinite Series

Lecture 18: Gender, Discrimination, and Identity

Lecture 7: Synapses; Neuroanatomical Techniques

Unit 10: Utility Analysis and Multidimensional Evaluation, Video 3: Conditions for Value Function

Lecture 2: Cities and Decarbonization

9.4 Forces and Kinetic Energy

Lecture 1 Part 1: Introduction and Motivation

Properties of Determinants

Lecture 4: Fixed Optical Flow, Optical Mouse, Constant Brightness Assumption, Closed Form Solution

13.2.7 Worked Examples: A Better Beta

Video 6: Ohm's Law (online class)

11. Mind vs. Brain: Confessions of a Defector

11: Spectral Analysis Part 1 - Intro to Neural Computation

Safety guideline for COVID-19: Role of prevalence of infection

Research Focus: Ribonucleotide Reductases (RNRs)

4.4 Invariance

13.2 Course Review 

Lecture 13: Syntax, Part 3

26.2 Kinetic Energy in Collisions

12.5 Worked Example: 2 Blocks and 2 Pulleys

15. Input Markets I—Labor Market

18. Rigid Rotor II. Derivation by Commutation Rules

Lecture 26: Signed Languages

Linearization at Critical Points

13. Oligopoly

22.2 Path Dependence - Friction

4. Forbidding a subgraph III: algebraic constructions

Lecture 8: Hashing with Chaining

Advanced 2. Semantic Localization

L7.4 Higgs Physics: Current Status

10.3 Deuteron Production

8. Analysis of Multithreaded Algorithms

1. Course Overview, Interval Scheduling

Motivating Students to Study Metabolic Biochemistry with Oncology Applications

29. Modern Electronic Structure Theory: Electronic Correlation

Lecture 22: Dialects

19.2.6 Worked Examples: Semaphores

Lecture 8: Risk-Sharing Application

21. Algorithms—Next Steps

L06.4 Conditional PMFs & Expectations Given an Event

Student Video: Finding the Perfect Diamond: Why It's Impossible

Blood Sugar Fluctuations and Gluconeogenesis

26. Cancer 2

34. Electronic Spectroscopy and Photochemistry

The frequency of a matter wave

Lecture 16: Quantization of the Dirac Theory

Lecture 4.1: Inheritance and Genetics — Genes to Proteins

Differential Equations of Motion

L4.2 The uncoupled and coupled basis states for the spectrum

Lecture 18: Afro-Cuban music and bebop (audio only)

Lecture 16: Vertex & Orthogonal Unfolding

30. Models vs. Data 3

Transfer of respiratory pathogens: Droplet formation

Lecture 3: Single-Vertex Crease Patterns

Lecture 28: Boltzmann Hypothesis

Lecture 2: Simple Folds

L24.1 Symmetrizer and antisymmetrizer for N particles

Dimensional Analysis

R11. Mass Spectrometry

9. The Harmonic Oscillator: Creation and Annihilation Operators

L21.6 Example: The Distribution of a Busy Period

Class 5: Blockchain Technology & Cryptocurrencies