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Dan Fleisch briefly explains some vector and tensor concepts from A Student's Guide to Vectors and Tensors.
YouTube-Dan Fleisch
Review of vectors
Vectors
Tensors
Vector components and basis vectors
Finding Vector Components
Projecting a Vector
Scalars
Higher rank tensors
Components of a Tensor
Conclusion
This is the start of a video series on tensors that I'm doing. I hope it helps someone out there on the internet. I'm sorry that my voice is ...
YouTube-eigenchris
Why Should We Want To Study Tensors
Geometry of Space-Time in Einstein's General Relativity
How the Universe Is Expanding
Metric Tensor
Quantum Mechanics
Quantum Entanglement
Superposition
Tensor Product
The term "tensor" is often misunderstood. Let's figure out what they are through vector examples like velocity, angular momentum, the stress ...
YouTube-The Science Asylum
Tensile and Compressive Stress
The Stress Tensor
Tensor Rank
Higher Rank Tensors
Index Notation
Angular Momentum Example
Real vs. Pseudo Vectors
Visualizing Tensors
Examples of Tensors
Less of a focus on physics in this one. More of a focus on the mathematical definition.
Tensor definition
Matrices
Invariance under a change of coordinates
What does it mean for components to transform predictably under change of coordinates?
Components are not invariant
Forward and Backward Transformations
Abstract definition of a tensor
Summary
Z. Y. Xue, Y. N. Wu, J. S. Emer, V. Sze, "Tailors: Accelerating Sparse Tensor Algebra by Overbooking Buffer Occupancy," ACM/IEEE ...
YouTube-MIT EEMS Group - PI: Vivienne Sze
Many applications use highly sparse tensors
Tensors vary in the distribution of sparsity
Tiling with uniform occupancy
Overbooking improves utilization
My tensor series is finally here! In this video, I introduce the concept of tensors. I begin by talking about scalars, then vectors, ...
YouTube-Faculty of Khan
Specifying a scalar
Example of a Tensor
Orientation of axes
Third cross-section
Force Matrix
Definition of a Tensor
What about a vector?
Stress Tensor
Tensor vs matrix
More videos: https://www.patreon.com/intuitiveml Follow: Twitter: https://twitter.com/SentimOfficial Facebook: ...
YouTube-IntuitiveML
Suggest a problem: https://forms.gle/ea7Pw7HcKePGB4my5 Please Subscribe: https://www.youtube.com/michaelpennmath?sub_confirmation=1 Patreon: ...
YouTube-Michael Penn
Crash course on tensors (what they are, what cross norms are, basic generalities about nuclear norm/operator and rank), followed by an ...
YouTube-Sebastien Bubeck
Intro
Order p Tensor
Tensor rank
Largest cross norm
Nuclear and spectral norms
Lemma 1
Expanding a tensor
Application to neural networks
Rewriting a Tensor
Dual operator norm
MIT 8.962 General Relativity, Spring 2020 Instructor: Scott Hughes View the complete course: https://ocw.mit.edu/8-962S20 YouTube Playlist: ...
YouTube-MIT OpenCourseWare
Recap of basic concepts and definitions
The four special vectors
Inverse of a tensor
The Kronecker product
The time-like component
The components of a tensor
Fundamental velocity
Conservation of 4-Momentum
The velocity-of-acceleration tensor
What is a one-form?
Re-upload after I caught a small mistake soon after uploading. New video series. New opportunities for me to make tons of typos and for ...
Components of tensors
Forward and backward transforms
Scalar and vector fields
Basis Vector Fields
Why study Tensor Calculus?
Stress tensor explained
Metric tensor
Tensors for beginners
Visit http://ilectureonline.com for more math and science lectures! In this video I will explain what is a tensor. A tensor is a ...
YouTube-Michel van Biezen
What is a Tensor?
Tensor ranks
In this video from my Machine Learning Foundations series, I describe tensors, the fundamental building block of linear algebra for any kind ...
YouTube-Jon Krohn
What are tensors?
Tensor types
What are scalar tensors?
Enroll to gain access to the full course: https://deeplizard.com/course/ptcpailzrd Part 1: Introducing tensors for deep learning and neural ...
YouTube-deeplizard
Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources
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Collective Intelligence and the DEEPLIZARD HIVEMIND
18 videosLast updated on Nov 29, 2022. Play all · Shuffle · 6:26. Tensors For Beginners (-1): Motivation. eigenchris.
I discuss tensor products. Tensor products. 102K views · 12 years ago ...more. Jim Fowler. 37.6K. Subscribe. 1K. Share. Save.
YouTube-Jim Fowler
Linear maps
Linear map definition
Bilinear maps
Multilinear algebra
Calculating with tensors
Tensor product with scalar
Bilinear and linear maps
Example
What is T1 + C2?
Final puzzle
Gravity waves ... This lecture focuses on the mathematics of tensors, which represent the core concepts of general relativity. Professor Susskind opens the ...
The Theoretical Minimum |-Stanford
I cover one approach to thinking about tensors as simply an accounting of a bunch of numbers.
YouTube-Professor Saad Explains
Tensors Have Dimensions
Rank Two Tensors
Tensor of Rank 2
Tensors are super important for neural networks, but can be confusing because different people use the word "Tensor" differently.
YouTube-StatQuest with Josh Starmer
Awesome song and introduction
Why we need Tensors
Tensors store data
Tensors have hardware acceleration
Tensors have automatic differentiation
What is a Tensor? In this lecture, we will go over the concept of a tensor and discuss scalars, vectors, matrices, and higher-rank tensors ...
YouTube-Sebastian Raschka