Best University lectures & courses Videos
「University lectures & courses」下面有127部被不同的人、在不同月份推荐过的视频。挑的时候先看对象:入门48部,适合还没学过的人;进阶39部,适合已经懂术语的人;普通向32部,按兴趣就能看;更硬的8部,留给想看推导或细节的人。这一类数量最多的是课堂讲座,所以它们的共同点是用上课的节奏把一条推导走完,而不是只丢结论。常出现的频道包括MIT OpenCourseWare、Stanford、Jordan B Peterson。目录给这个主题划的范围是:Full university lectures and course series: MIT OpenCourseWare, Stanford, Harvard lectures, introductory course lecture 1, lecture series across subjects, professor lectures.如果只看三部,就从《How to Speak》开始,它负责把问题讲出画面;然后看《1. Introduction to Human Behavioral Biology》,换一种讲法或例子;最后看《LEADERSHIP LAB: The Craft of Writing Effectively》,留给已经有基础的人。页面按每页24部切开,顺序看的是被推荐跨越了多少个月,不是播放量。每条标题下面那一句是这部片子自己的内容说明,用来区分它在讲定义、过程、演示还是观点。点进去能看到推荐原话、原文链接和适合谁看。看的时候把强烈推荐当成有人明确叫你去看,把引用当成只是拿来举例,把批评留下来对照,不要把每条评论都当成同一力度。

Stanford Seminar - Concatenative Programming: From Ivory to Metal
Jon Purdy's Stanford EE380 seminar giving an overview of concatenative programming, from function composition theory and history down to low-level implementation and correctness benefits.

Lecture 1 | The Theoretical Minimum
Leonard Susskind opens Stanford Continuing Studies' Theoretical Minimum series with an introduction to quantum mechanics, a course for people who want real physics rather than popularization.

The "Last Lecture" by Randy Pausch
Randy Pausch, a Carnegie Mellon computer scientist and virtual reality pioneer who was dying of cancer, gives his 'Last Lecture' about achieving childhood dreams and living well.

2017 Personality 01: Introduction
The opening lecture of Jordan Peterson's 2017 University of Toronto personality course.

Efficient Bayesian inference with Hamiltonian Monte Carlo -- Michael Betancourt (Part 1)
Michael Betancourt's lecture at MLSS Iceland 2014 on efficient Bayesian inference with Hamiltonian Monte Carlo.

Google Python Class Day 1 Part 1
The first part of Google's Python Class, taught by Nick Parlante, introducing the language and its strings.

Hamming, "n-Dimensional Space" (April 14, 1995)
Richard Hamming's 1995 lecture on n-dimensional space, showing how geometric intuition about spheres and cubes breaks down in high dimensions.

Lecture 7: Introduction to Galois Fields for the AES by Christof Paar
Christof Paar's university lecture introducing Galois fields and finite-field arithmetic as used in AES.

17. Succinct Structures I
Erik Demaine's MIT 6.851 Advanced Data Structures lecture introducing succinct data structures, covering rank, select and tries.

Ron Vale (UCSF, HHMI) 1: Molecular Motor Proteins
Ron Vale of UCSF and HHMI gives an introductory lecture on kinesin, dynein and myosin motor proteins.

1. Introduction, Finite Automata, Regular Expressions
The first lecture of Michael Sipser's MIT 18.404J Theory of Computation course, covering course mechanics, finite automata, regular languages and regular expressions.

Lecture 1: Introduction to Information Theory
The first lecture of David MacKay's Cambridge course on information theory, pattern recognition and neural networks.

26. Chernobyl — How It Happened
MIT 22.01 lecture by Michael Short explaining the Chernobyl accident technically, including RBMK reactor positive feedback, xenon poisoning and the cascade of human errors during the test.

Lec 1 | MIT 6.042J Mathematics for Computer Science, Fall 2010
The first lecture of MIT 6.042J Mathematics for Computer Science, taught by Tom Leighton, introducing mathematical proofs.

CS480/680 Lecture 19: Attention and Transformer Networks
A university lecture from CS480/680 by Pascal Poupart on attention mechanisms and transformer networks, worked through on a chalkboard.

MIT Godel Escher Bach Lecture 1
The first lecture of an MIT course on Douglas Hofstadter's Godel, Escher, Bach, covering themes like self-reference, recursion and incompleteness.

Special Lecture: F-22 Flight Controls
A special lecture from MIT's Private Pilot Ground School in which Lt.

Category Theory by Tom LaGatta
Tom LaGatta's talk on category theory at a 2014 LispNYC meetup, covering objects, morphisms and the basic ideas in an informal, conversational style.

Lecture 1 | Modern Physics: Classical Mechanics (Stanford)
The first lecture of Leonard Susskind's Stanford Continuing Studies course on modern physics, beginning with classical mechanics.

Arithmetic, Population and Energy - FULL LENGTH
Physicist Albert Bartlett's full-length lecture on how steady exponential growth in population and energy use collides with finite resources.

"Understanding Burnout," Prof. Christina Maslach (U.C. Berkeley)
A Berkeley lecture by psychologist Christina Maslach, a leading burnout researcher, on what burnout is and what causes it.

Terence Tao: The Cosmic Distance Ladder, UCLA
Terence Tao's AMS Einstein Public Lecture at UCLA on the cosmic distance ladder, the chain of methods astronomers use to measure distances from the Earth to distant galaxies.

Practical Deep Learning for Coders: Lesson 1
Lesson 1 of fast.ai's Practical Deep Learning for Coders, taught by Jeremy Howard.

2017 Personality 18: Biology & Traits: Openness/Intelligence/Creativity I
A Jordan Peterson university lecture on the Big Five trait openness to experience, covering creativity and intelligence.