MIT OCW 18.S191 Introduction to Computational Thinking (Spring 2021)
- Course Welcome + Intro to Arrays & Images! MIT Computational Thinking Spring 2021 | Lecture 1
- Transforming Images , MIT Computational Thinking Spring 2021 | Lecture 2
- Transformations & AutoDiff | Lecture 3 | MIT Computational Thinking Spring 2021
- Transformations 2: Composability and Linearity | MIT Computational Thinking Spring 2021 | Lecture 4
- Inverses and Newton method | MIT Computational Thinking Spring 2021 | Lecture 5
- Dynamic Programming and Seam Carving | MIT Computational Thinking Spring 2021 | Lecture 6
- Structure | MIT Computational Thinking Spring 2021 | Lecture 7
- Principal Component Analysis | MIT Computational Thinking | Spring 2021 | Lecture 8
- Sampling and random variables | MIT Computational Thinking Spring | Lecture 9
- Modeling with stochastic simulation | MIT Computational Thinking Spring 2021 | Lecture 10
- Random variables as types | MIT Computational Thinking Spring 2021 | Lecture 11
- Random walks I | MIT Computational Thinking Spring 2021 | Lecture 12
- Random walks II | MIT Computational Thinking Spring | Lecture 13
- Discrete & Continuous | MIT Computational Thinking Spring 2021 | Lecture 14
- Linear models and simulations | MIT Computational Thinking Spring 2021 | Lecture 15
- Optimization | MIT Computational Thinking Spring 2021 | Lecture 16
- Time stepping and differential equations | MIT Computational Thinking Spring 2021 | Lecture 17
- Libraries & parameterized types | MIT Computational Thinking Spring 2021 | Lecture 18
- Why can't we predict the weather? | MIT Computational Thinking Spring 2021 | Lecture 19
- A first climate model | MIT Computational Thinking Spring 2021 | Lecture 20
- How to collaborate on software | MIT Computational Thinking Spring 2021 | Lecture 21
- Snowball Earth and hysteresis | MIT Computational Thinking Spring 2021 | Lecture 22
- Advection and diffusion: PDEs in 1D | MIT Computational Thinking Spring 2021 | Lecture 23
- Resistors, stencils and climate models | MIT Computational Thinking Spring 2021 | Lecture 24
- Modeling climate change | MIT Computational Thinking Spring 2021 | Lecture 25