Generalized linear models | Regression models
In statistics, the generalized linear array model (GLAM) is used for analyzing data sets with array structures. It based on the generalized linear model with the design matrix written as a Kronecker product. (Wikipedia).
8 Row and Column Views of a Matrix
The row and column view of a system of linear equations, as well as the matrix as a mathematical object.
From playlist Linear Algebra
In this tutorial I put emphasis of the column view of a matrix of coefficients. We are used to the row view when it comes to systems of linear equations, but it is the column view that is much more fascinating. The column view helps us view a system of linear equations as vectors in a sp
From playlist Introducing linear algebra
Vector and matrix forms for systems of linear equations | Linear Algebra MATH1141 | N J Wildberger
A system of linear equations may also be viewed in vector form, as an attempt to write one vector as a linear combination of other vectors. Or it more alternatively be viewed in matrix form. We discuss the matrix of coefficients, the vector of variables and the vector of constants. Puttin
From playlist Higher Linear Algebra
We have already looked at the column view of a matrix. In this video lecture I want to expand on this topic to show you that each matrix has a column space. If a matrix is part of a linear system then a linear combination of the columns creates a column space. The vector created by the
From playlist Introducing linear algebra
The matrix approach to systems of linear equations | Linear Algebra MATH1141 | N J Wildberger
We summarize the matrix approach to solving systems of linear equations involving augmented matrices and row reduction. We also study the consequences of linearity of themultiplication of a matrix and vector. ************************ Screenshot PDFs for my videos are available at the webs
From playlist Higher Linear Algebra
Linear Algebra for Computer Scientists. 1. Introducing Vectors
This computer science video is one of a series on linear algebra for computer scientists. This video introduces the concept of a vector. A vector is essentially a list of numbers that can be represented with an array or a function. Vectors are used for data analysis in a wide range of f
From playlist Linear Algebra for Computer Scientists
Linear algebra: Prove the Sherman-Morrison formula for computing a matrix inverse
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 Algebra Full Course for Beginners to Experts
Linear algebra is central to almost all areas of mathematics. For instance, linear algebra is fundamental in modern presentations of geometry, including for defining basic objects such as lines, planes and rotations. Also, functional analysis may be basically viewed as the application of l
From playlist Linear Algebra
MIT 6.006 Introduction to Algorithms, Spring 2020 Instructor: Jason Ku View the complete course: https://ocw.mit.edu/6-006S20 YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP63EdVPNLG3ToM6LaEUuStEY This builds on the lecture on improving find times and discusses how to
From playlist MIT 6.006 Introduction to Algorithms, Spring 2020
Machine Learning With Python | Machine Learning Tutorial | Python Machine Learning | Simplilearn
🔥Artificial Intelligence Engineer Program (Discount Coupon: YTBE15): https://www.simplilearn.com/masters-in-artificial-intelligence?utm_campaign=MachineLearningwithPython-Q59X518JZHE&utm_medium=Descriptionff&utm_source=youtube 🔥Professional Certificate Program In AI And Machine Learning: h
Automatic Differentiation in Python and PyTorch
Check out Carl Osipov's book Serverless Machine Learning in Action | http://mng.bz/YrEj 📚📚📚 To save 40% on this book use the Discount Code: twitosip40 📚📚📚 Deep dive into understanding automatic differentiation used by PyTorch autograd for deep learning with the help of Carl Osipov, who has
From playlist Machine Learning
🔥 Advanced Certificate Program In Data Science: https://www.simplilearn.com/pgp-data-science-certification-bootcamp-program?utm_campaign=Skillup-DSExpSep8&utm_medium=DescriptionFirstFold&utm_source=youtube 🔥 Data Science Bootcamp (US Only): https://www.simplilearn.com/data-science-bootcam
From playlist Data Science For Beginners | Data Science Tutorial🔥[2022 Updated]
Data Scientist Course | Data Science For Beginners | Learn Data Science in 10hrs | Simplilearn
This Data Scientist Course video covers all the important data science concepts, skills to become a data scientist and data science careers that will help you become a successful data scientist. You will learn the basics of data science, the important algorithms used by data scientists and
Lec 24 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005
Lecture 24: Advanced Topics (cont.) View the complete course at: http://ocw.mit.edu/6-046JF05 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu
From playlist MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503),
Data Analytics Full Course In 5 Hours | Data Analytics For Beginners | Data Analytics | Simplilearn
🔥Data Analyst Program (Discount Coupon: YTBE15) : https://www.simplilearn.com/data-analyst-masters-certification-training-course?utm_campaign=DataAnalytics-oQmxQh92Nh8&utm_medium=DescriptionFirstFold&utm_source=youtube 🔥 Professional Certificate Program In Data Analytics: https://www.simpl
From playlist Simplilearn Free Courses [2022 Updated]
Data Analytics Full Course In 5 Hours | Data Analytics For Beginners | Data Analytics | Simplilearn
Data analytics has been rapidly growing, with companies looking to generate insights and drive their business with the help of data. In this Data Analytics Full Course video, you will learn what data analytics is, why data analytics is necessary, the types of data analytics, and the variou
From playlist Simplilearn Live
Live CEOing Ep 358: Neural Net Framework Design Review for Wolfram Language
In this episode of Live CEOing, Stephen Wolfram discusses the framework design of Neural Nets for Wolfram Language. If you'd like to contribute to the discussion in future episodes, you can participate through this YouTube channel or through the official Twitch channel of Stephen Wolfram h
From playlist Behind the Scenes in Real-Life Software Design
🔥Data Science Full Course 2023 | Data Science | Data Science For Beginners | Simplilearn
🔥 Enroll For Simplilearn's Data Science Job Guarantee Program: https://www.simplilearn.com/data-science-course-placement-guarantee?utm_campaign=DataScienceFC27nov2022&utm_medium=DescriptionFirstFold&utm_source=youtube This Data Science Full Course Video will provide you with a learning pat
From playlist Simplilearn Live
Visualization of tensors - part 1
This video visualizes tensors. It shows some introduction to tensor theory and demonstrates it with the Cauchy stress tensor. Future parts of this series will show more theory and more examples. It talks about the term 'tensor' as used in physics and math. In the field of AI the term 'te
From playlist Animated Physics Simulations