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This video demonstrates the basic concepts of linear algebra that are useful in computer programming. It illustrates linear algebra ...

In this video, we will learn how to implement the linear search algorithm using Python. We start by understanding the basic ...

In this lecture: Using Gurobi as a standalone linear programming solver; small example for calling Gurobi from Python without ...

This is my final project for CS50's Introduction to Programming with Python. “Optimization Studio: From Idea to Optimal Decisions” ...

In this video, we'll learn how to do both simple and multiple linear regression using Python and the sklearn module. I'll show some ...

In this video, we dive into the linear search algorithm using Python. We start by taking user inputs for the list elements and the ...

This video introduces some fundamental concepts of algebra, which is the foundation of algorithms, AI, graphics, and data science ...

I regularly teach an introductory linear programming course to Master of Engineering students at Cornell. These videos are ...

We use Mean Squared Error (MSE) to train Linear Regression models. But why? Why do we square the error? Why don't we cube ...

To a human, a dataset is just a spreadsheet. But to a computer, it is a geometry problem. Predicting a value isn't about ...

The jupyter notebook of the code written in this episode can be found from my github: ...

Want to predict sales from advertising spend using machine learning? This hands-on Python tutorial teaches you linear ...

A function is the single most important idea in all of AI — and it's simpler than you think. Here's the visual intuition behind every ...

This is where everything finally comes together. Multiple features, vectorization, and gradient descent—explained clearly so you ...

Python for Beginners, python for students, free python course. This video is part of a free and open set of complete course ...

Neural networks are often described as "inspired by the brain." But what does that actually mean, in code? In this video we build a ...

Class 5 Lecture Optimization.

Python deep learning Training a classification model using Adaptive linear neurons(Adaline) in Python This video is part 54 of ...

These are two of the best beginner-friendly Python Machine Learning resources I recommend: Python Data Fundamentals ...