I'm a computer vision research assistant, YouTuber and online content creator. Founder of: https://pycad.co/

Machine Learning PhD

My New Update

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Who I am?

My name is Mohammed El Amine MOKHTARI, and I am from Algeria. I am currently residing in France. I recently completed my master’s degree in computer vision and work as an online content creator.

In this article, I’ll tell you a little…

ARTIFICIAL INTELLIGENCE

Machine Learning Tutorials

The original article on my website is here.

Photo by engin akyurt on Unsplash

Abstract

As one of the most popular machine learning algorithms, backpropagation is used everywhere. It is used for solving a variety of problems that are related to classification, regression, clustering, linear regression, ranking, and more.

Backpropagation is a technique that helps in training…

ARTIFICIAL INTELLIGENCE

The Use of Optimizers in Machine Learning

The original article is on my website here.

Photo by Crissy Jarvis on Unsplash

Abstract

Optimizers are a group of tools that can be used to train a machine learning model. They use the same principles as gradient descent to find a locally optimal point in terms of a loss function.

The use of optimizers in machine…

ARTIFICIAL INTELLIGENCE

Loss Function in Machine Learning & What is the Difference Between Binary and Softmax Loss Functions

The original article on my website is here.

Photo by Roman Mager on Unsplash

Abstract

Machine learning algorithms are often constructed to minimize the function of the loss function. The loss function is calculated by finding an error or cost which usually ranges in value between 0 and 1.

A binary loss function is the simplest form…

Deep Learning

The Complete Guide to Understanding Deep Learning and What it Means for Your Business

The original article on my website is here.

Photo by Tanner Boriack on Unsplash

Abstract

Deep Learning is one of the most powerful tools in the AI world, but it’s not just for deep learning experts.

Deep learning is a broad term that has many applications in computer science. It can be thought of as a set…

Machine Learning

The Complete Guide to Machine Learning and How it Disrupts the World of Intensive Data Analysis

The original article on my website is here.

Photo by Arseny Togulev on Unsplash

Abstract

Machine learning is a branch of artificial intelligence that gives computers the ability to learn without being explicitly programmed.

This has led to a revolution in how data can be analyzed for insights. The combination of machine learning with other technologies like…

ARTIFICIAL INTELLIGENCE

Machine Learning for Linear Regression

The original article on my website is here.

Photo by Isaac Smith on Unsplash

Linear regression is a statistical method, which belongs to a more general family of statistical approaches called “linear models”. Linear regression is used to understand the relationship between a response variable and one or more explanatory variables.

In linear regression, we assume…

Mohammed El Amine Mokhtari

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