Linear network coding

Linear Codes Introduction

This video is a brief introduction to linear codes: dimensions, G (generating matrix), H (parity check matrix), their forms. Also gives an example of how to convert between G and H. Here is the formal definition of a Linear Code: A linear code of dimension k and length n over a field

From playlist Cryptography and Coding Theory

Basic linear algebra for deep learning

This a series for healthcare professionals and anyone else interested in learning how to create deep neural networks. In this video tutorial I demonstrate the very basic principles of linear algebra. For a more comprehensive view of the topic watch my playlist here: https://www.youtube.c

From playlist Introduction to deep learning for everyone

Determining if a vector is a linear combination of other vectors

Please Subscribe here, thank you!!! https://goo.gl/JQ8Nys Determining if a vector is a linear combination of other vectors

From playlist Linear Algebra

Linear Algebra for Computer Scientists. 7. Linear Combinations of Vectors

This computer science video is one of a series on linear algebra for computer scientists. In this video you will learn about linear combinations of vectors, that is, you will learn how to create new vectors by scaling then adding other vectors together. You will also learn that some sets

From playlist Linear Algebra for Computer Scientists

7A_1 Linear Algebra Definitons

Definitions used in linear algebra

From playlist Linear Algebra

what is linear and non linear in machine learning, deep learning

what is linear and non linear in machine learning and deep learning? you will have clear understanding after watching this video. all machine learning youtube videos from me, https://www.youtube.com/playlist?list=PLVNY1HnUlO26x597OgAN8TCgGTiE-38D6

From playlist Machine Learning

What is linear algebra?

This is part of an online course on beginner/intermediate linear algebra, which presents theory and implementation in MATLAB and Python. The course is designed for people interested in applying linear algebra to applications in multivariate signal processing, statistics, and data science.

From playlist Linear algebra: theory and implementation

Linear Programming (4)

Powered by https://www.numerise.com/ Formulating a linear programming problem

From playlist Linear Programming - Decision Maths 1

Linear Algebra for Beginners

Linear algebra is the branch of mathematics concerning linear equations such as linear functions and their representations through matrices and vector spaces. Linear algebra is central to almost all areas of mathematics. Topic covered: Vectors: Basic vectors notation, adding, scaling (0:0

From playlist Linear Algebra

Spotlight Talks Pt1 - Zhiyuan Li, John Zarka, Stanislav Fort

Workshop on Theory of Deep Learning: Where next? Topic: Spotlight Talks: Zhiyuan Li, John Zarka, Stanislav Fort Speaker: Various Date: October 18, 2019 For more video please visit http://video.ias.edu

From playlist Mathematics

Nexus Trimester - Young Han Kim (UCSD)

Fundamental Inequalities and Capacity Upper Bounds Young-Han Kim (UCSD) February 17, 2016 Abstract : Index coding is a canonical problem in network information theory that provides a simple yet powerful platform to develop new coding techniques and capacity bounds. We discuss upper bounds

From playlist Nexus Trimester - 2016 - Fundamental Inequalities and Lower Bounds Theme

10.6: Neural Networks: Matrix Math Part 1 - The Nature of Code

In this video, I introduce the idea of "Linear Algebra" and explore the matrix math required for a simple neural network library. Next video: https://youtu.be/n6q9D2wd1bE This video is part of Chapter 10 of The Nature of Code (http://natureofcode.com/book/chapter-10-neural-networks/) Th

From playlist Session 4 - Neural Networks - Intelligence and Learning

Nexus Trimester - Babak Hassibi (Caltech)

Simple Algorithms and Guarantees for Low Rank Matrix Completion over ... Babak Hassibi (Caltech) February 23, 2016 Abstract: Let [Math Processing Error] be a [Math Processing Error]-by-[Math Processing Error] matrix with entries in [Math Processing Error] and rank [Math Processing Error]

From playlist Nexus Trimester - 2016 - Fundamental Inequalities and Lower Bounds Theme

Applied ML 2020 - 18 - Neural Networks

From playlist Applied Machine Learning 2020

Live Stream #98: Starting Series on Neural Networks

In this live stream, I begin the long process of building a neural network library. I cover the concept of a "multi-layer perceptron" as well as linear algebra / matrix math. Edited videos coming soon! 30:13 - Intro to Neural Networks 41:38 - Multilayered Perceptron Part 1 1:08:18 - Mult

From playlist Live Stream Archive

Nexus trimester - Michael Langberg (SUNY at Buffalo)

A reductionist view of network information theory Michael Langberg (SUNY at Buffalo) February 08, 2016 Abstract: The network information theory literature includes beautiful results describing codes and performance limits for many different networks. While common tools and themes are evi

From playlist Nexus Trimester - 2016 - Distributed Computation and Communication Theme

Why Deep Q Learning Needs A Target Network and Replay Memory | Course Excerpt For Cyber Monday

The two biggest innovations in deep Q learning were the introduction of the target network and the replay memory. One would think that simply bolting a deep neural network to the Q learning algorithm would be enough for a robust deep Q learning agent, but that isn't the case. In this video

From playlist Deep Reinforcement Learning Tutorials - All Videos

Build PyTorch CNN - Object Oriented Neural Networks

Build a convolutional neural network with PyTorch for computer vision and artificial intelligence. References: Jeremy: https://youtu.be/3jl2h9hSRvc?t=5106 🕒🦎 VIDEO SECTIONS 🦎🕒 00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources 00:30 Help deeplizard add video time

From playlist PyTorch - Python Deep Learning Neural Network API

CNN Weights - Learnable Parameters in PyTorch Neural Networks

In this post, we'll be exploring the inner workings of PyTorch, Introducing more OOP concepts, convolutional and linear layer weight tensors, matrix multiplication for deep learning and more! Rachel's Ted Talk: https://youtu.be/LqjP7O9SxOM 🕒🦎 VIDEO SECTIONS 🦎🕒 00:00 Welcome to DEEPLIZAR

From playlist PyTorch - Python Deep Learning Neural Network API

Linear Regression Using R

How to calculate Linear Regression using R. http://www.MyBookSucks.Com/R/Linear_Regression.R http://www.MyBookSucks.Com/R Playlist http://www.youtube.com/playlist?list=PLF596A4043DBEAE9C

From playlist Linear Regression.