Published in DataDrivenInvestor·PinnedLinear Regression: Hypothesis Function, Cost Function, and Gradient Descent.Everything you need to know!Maths and Theory Behind the most famous Supervised Learning Technique — 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…Machine Learning8 min read
Feb 22, 2021Implementing A Real-Time Facial Detection Algorithm Using OpenCV.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…Machine Learning3 min read
Published in DataDrivenInvestor·Feb 22, 2021How The Facial Detection Algorithms Work: Viola-Jones Algorithm And OpenCVThe theory behind how the facial detection algorithm provided in OpenCV was trained and how it works. — Introduction Facial Detection is one of the most common tasks in Machine Learning. It is a computer vision technique that is used to detect and locate human faces in an image or a video stream. …Machine Learning8 min read
Published in DataDrivenInvestor·Jun 9, 2020Writing a Neural Machine Translation Model: Seq2Seq model with Attention.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…Machine Learning Ai14 min read
Published in DataDrivenInvestor·Apr 20, 2020Write your own Dog-breed Classifier in just 10 Minutes!Predicting the Breed of any Dog using a Deep Learning Model. — 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…Machine Learning9 min read
Feb 16, 2020Linear Regression: Hypothesis Function, Cost Function, and Gradient Descent. (Part:2)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.] Linear Regression: Hypothesis Function, Cost Function and Gradient Descent.Everything In this article, you will learn everything about the Linear Regression technique used in Supervised Learning. You will…medium.comMachine Learning8 min read
Feb 4, 2020You wanna study Machine Learning? a complete path for Beginners. Best resources to learn from.The motivation for ML:- Machine Learning, almost everyone is talking about it. The craze for Machine Learning rises to its peak when you are in your first years of study at University. The reason is quite apparent. There is something unique, something that attracts everyone. There are high chances of the fact that you…Towards Data Science10 min read
