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Aditya Mehta
Aditya Mehta

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Published in Towards Data Science

·Nov 13, 2020

Using Deep Learning to identify dog breeds

Continuing our discussion on computer vision (see this article for a detailed introduction to the field) we will build a Deep Learning model to classify a dog into one of 120 breeds from it’s image. For this, we will be using Google’s Tensorflow platform in Python. Convolutional Neural Networks (CNNs): A blueprint Before we build the…

Deep Learning

8 min read

Computer Vision: Part 2
Computer Vision: Part 2
Deep Learning

8 min read


Published in Towards Data Science

·Nov 7, 2020

An introduction to Deep Learning for Computer Vision

What is the intuition behind image data processing and feature extraction? — “Computer Vision” is an area of Machine Learning that deals with image recognition and classification. Computer Vision models can be developed to accomplish tasks like facial recognition, identifying which breed a dog belongs to and even identifying a tumor from CT scans: the possibilities are endless. In a series of…

Computer Vision

5 min read

Computer Vision: Part 1
Computer Vision: Part 1
Computer Vision

5 min read


Nov 1, 2020

Applying Supervised Learning for Sports Betting

Why it is about more than just getting the outcome right — “Supervised Learning” refers to Machine Learning algorithms that learn how to predict an outcome from past knowledge. For instance if we want to train a model to predict the outcome of a game, we may feed it with player stats for the last 1000 games, telling it which team won…

Sports

6 min read

Applying Supervised Learning for Sports Betting
Applying Supervised Learning for Sports Betting
Sports

6 min read


Published in Towards Data Science

·Oct 31, 2020

Using Unsupervised Learning To Generate Artist Recommendations

With Scikit’s NearestNeighbour learner in Python — In this article, I will explore the use of Unsupervised Machine Learning to generate artist recommendations using data from Spotify. While there are many algorithms that could have been used for this purpose, the one considered here is the NearestNeighbours learner, implemented using Scikit Learn in Python. Let’s dive right…

Music

4 min read

Using Unsupervised Learning To Generate Artist Recommendations
Using Unsupervised Learning To Generate Artist Recommendations
Music

4 min read

Aditya Mehta

Aditya Mehta

10 Followers

Data Science and Quantitative Finance

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