[字幕更新中] MIT《计算思维导论》2020秋季 18.S191 Introduction to Computational Thinking
https://computationalthinking.mit.edu/Fall20/
全系列视频已补全
搬运自 MIT 18.S191 Introduction to Computational Thinking 课程视频
课程网址：https://computationalthinking.mit.edu/Fall20/
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视频选集
（1/56）
lec1.1-How to install Julia and Pluto
06:57
lec1.2-Working with images in Julia
19:35
lec1.3-First taste of abstraction with arrays
07:56
lec1.4-Basics of arrays in Julia
04:48
lec1.5-A programming language to heal the planet together
10:36
lec1.6-Introduction to your professors
05:21
lec2.1-Convolutions in image processing
36:10
lec3.1-Seam Carving
27:51
lec3.2-Arrays slices and views
11:25
lec3.3-Convolutions on GPUs
09:27
lec3.4-Image seam reminiscing
02:34
lec3.5-Convolutions in the Real World
05:36
lec4.1-Seam Carving_ Live Coding Session
27:10
lec5.1-Structure
33:21
lec5.2-Defining new types
06:28
lec5.3-Functions and types_Multiple dispatch
07:23
lec5.4-Introduction to macros
08:36
lec5.5-Environments for programming with Julia
05:04
lec6.1-Understanding structure in data
25:22
lec7.1-Introspection
12:41
lec7.3-Introduction to DataFrames.jl
12:00
lec7.4-Functions are Objects
07:39
lec8.1-Probability via computation
25:37
lec9.1-Computational Thinking Illustrated
10:31
lec9.2-Graphs are matrices
03:39
lec9.3-Verbs and nouns in Julia
06:32
lec10.1-Graphs, trees, and spreading disease
27:40
lec11.1-Reflections on an epidemic video
23:09
lec11.2-Everybody Talks about R0
10:07
lec11.3-Writing Self-Documenting code
06:19
lec11.4-Verbs and nouns II_ Parametric types and abstract types
07:44
lec12.1-Macroscopic models of epidemic dynamics
26:36
lec13.1-Graphs and Network Dynamic
38:09
lec14.1-Raytracing in 2D
25:34
lec14.2-Parallel Computing on Your Own Machine
21:12
lec14.3-What is an array, really_Abstract arrays
09:07
lec15.1-Billiard models and event-driven simulations
26:08
lec16.1-Raytracing in 3D
25:03
lec16.2-Resistors, Equilibrium and Poisson's equation
17:48
lec17.1-Raytracing in 3D live code
42:51
lec18.1-Hierarchical Thinking
08:27
lec18.2-Iterative Numerical schemes for Poisson & Laplace
06:43
lec18.3-Multigrid
37:08
lec19.1-Floating-point Arithmetic
40:41
lec20.1-Introduction to Climate Modelling
23:25
lec20.2-Nonlinear dynamics_ Stability and bifurcations
17:22
lec21.1-Nonlinear Climate Dynamics and Snowball Earth
27:57
lec22.2-Evolution in time & space_ 1D advection & diffusion
17:28
lec22.3-Stencils and Boundary Conditions
09:33
lec23.1-Ocean currents as two-dimensional advection diffusion
30:33
lec24.1-Building an ocean model from scratch
25:20
lec24.2-Fluid dynamics with Oceananigans.jl
08:19
lec24.3-Generic programming
08:32
lec25.1-An overview of modern climate modeling
31:56
lec26.1-What is a Discrete Fourier Transform
34:49
lec26.2-Closing Remarks
02:00
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