MIT OCW 18.S191 Introduction to Computational Thinking (Fall 2022)
Prof. Alan Edelman and Prof. David P. Sanders and Prof. Charles Leiserson

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FolderMIT OCW 18.S191 Introduction to Computational Thinking (Fall 2022)
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Lecture 1 - Course Welcome + Intro to Arrays & Images1.en.vtt 92.92kB
Lecture 1 - Course Welcome + Intro to Arrays & Images1.mp4 234.54MB
Lecture 2 - Transforming Images.en.vtt 92.33kB
Lecture 2 - Transforming Images.mp4 241.05MB
Lecture 3 - Transformations & AutoDiff.en.vtt 90.85kB
Lecture 3 - Transformations & AutoDiff.mp4 208.17MB
Lecture 4 - Transformations 2 - Composability and Linearity.en.vtt 104.53kB
Lecture 4 - Transformations 2 - Composability and Linearity.mp4 224.54MB
Lecture 5 - Inverses and Newton method.en.vtt 99.43kB
Lecture 5 - Inverses and Newton method.mp4 213.25MB
Lecture 6 - Dynamic Programming and Seam Carving.en.vtt 105.24kB
Lecture 6 - Dynamic Programming and Seam Carving.mp4 152.26MB
Lecture 7 - Structure.en.vtt 90.17kB
Lecture 7 - Structure.mp4 187.57MB
Lecture 8 - Principal Component Analysis.en.vtt 91.51kB
Lecture 8 - Principal Component Analysis.mp4 197.45MB
Lecture 9 - Sampling and random variables.en.vtt 94.69kB
Lecture 9 - Sampling and random variables.mp4 179.83MB
Lecture 10 - Modeling with stochastic simulation.en.vtt 487.27kB
Lecture 10 - Modeling with stochastic simulation.mp4 156.72MB
Lecture 11 - Random variables as types.en.vtt 87.64kB
Lecture 11 - Random variables as types.mp4 207.41MB
Lecture 12 - Random walks I.en.vtt 98.35kB
Lecture 12 - Random walks I.mp4 168.17MB
Lecture 13 - Random walks II.en.vtt 97.56kB
Lecture 13 - Random walks II.mp4 202.11MB
Lecture 14 - Discrete & Continuous.en.vtt 87.21kB
Lecture 14 - Discrete & Continuous.mp4 219.43MB
Lecture 15 - Linear models and simulations.en.vtt 89.62kB
Lecture 15 - Linear models and simulations.mp4 123.72MB
Lecture 16 - Optimization.en.vtt 81.78kB
Lecture 16 - Optimization.mp4 120.68MB
Lecture 17 - Time stepping and differential equations.en.vtt 95.19kB
Lecture 17 - Time stepping and differential equations.mp4 194.01MB
Lecture 18 - Libraries & parameterized types.en.vtt 97.06kB
Lecture 18 - Libraries & parameterized types.mp4 222.85MB
Lecture 19 - Why can't we predict the weather?.en.vtt 93.91kB
Lecture 19 - Why can't we predict the weather?.mp4 200.84MB
Lecture 20 - A first climate model.en.vtt 85.14kB
Lecture 20 - A first climate model.mp4 246.64MB
Lecture 21 - How to collaborate on software.en.vtt 91.58kB
Lecture 21 - How to collaborate on software.mp4 230.08MB
Lecture 22 - Snowball Earth and hysteresis.en.vtt 85.49kB
Lecture 22 - Snowball Earth and hysteresis.mp4 194.33MB
Lecture 23 - Advection and diffusion - PDEs in 1D.en.vtt 86.36kB
Lecture 23 - Advection and diffusion - PDEs in 1D.mp4 165.31MB
Lecture 24 - Resistors, stencils and climate models.en.vtt 106.37kB
Lecture 24 - Resistors, stencils and climate models.mp4 182.91MB
Lecture 25 - Modeling climate change.en.vtt 97.54kB
Lecture 25 - Modeling climate change.mp4 237.61MB
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