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Maths and Theory Behind the most famous Supervised Learning Technique

Photo by Jonas Verstuyft on Unsplash

In this article, you will learn everything about the Linear Regression technique used in Supervised Learning. You will learn the theory and Maths behind the cost function and Gradient Descent. After that, you will also implement feature scaling to get results quickly and then finally vectorisation. By the end of…

Implementation of an algorithm that detects faces In real-time video streams using Python and OpenCV.

In this article, we will implement a face detector using the OpenCV library. By the end of this article, you will be well equipped with the knowledge to build your own facial detection systems and try out other cool models i.e. Smile Detector, Eyes Detector e.t.c using OpenCV.

OpenCV provides…

A model that can translate text from one language to another just as google translate.

Google Translate has always amazed me with its ability to translate from one language to another. Not just short sentences but it also performs very well on large sentences. In this article, I will try to mimic Google Translate by creating a model that can translate any sentence of Spanish…

Predicting the Breed of any Dog using a Deep Learning Model.

Photo by Jamie Street on Unsplash

Here we go again. This time we will be developing our own Dog-breed classifier. Our Model would be able to automatically detect the dog in the picture and predict its breed. Sounds Awesome! Let’s dive in…..!

Note: If you don’t seem tounderstand any point or idea discussed in the Article…

Maths and Theory Behind the most famous Supervised Learning Technique

[Note: Before reading this article, I encourage you to read the first part of this article(Link) to gain a better understanding of Hypothesis Function, Cost Function.]


What we did in the previous article was to have a thorough study of the theory behind the cost function. …

Mahyar Ali

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