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Image Classification with MNIST Dataset

Sovit Ranjan RathSovit Ranjan Rath April 8, 2019April 8, 2019 17 Comments

Updated on April 19, 2020. The MNIST handwrttien digit data set has become the go-to guide for anyone starting out with classification in machine learning. But it is not only for students and learners. Even researchers who come up with any new classification technique also try to test it on this data. So, in this article, […] ...

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Activation Functions in Neural Networks

Sovit Ranjan RathSovit Ranjan Rath April 1, 2019April 1, 2019 7 Comments

In this post, we discuss the different types of activation functions in neural networks and deep learning. ...

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A Beginner’s Guide to Tensorflow

Sovit Ranjan RathSovit Ranjan Rath March 25, 2019March 25, 2019 0 Comment

This post is a beginner's guide to TensorFlow showing the basic principle, and computation graph in TensorFlow. ...

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A Theory of Overfitting and Underfitting in Machine Learning

Sovit Ranjan RathSovit Ranjan Rath March 18, 2019March 18, 2019 3 Comments

In my previous article, Challenges in Machine Learning Project, I just touched upon the points of overfitting and underfitting. In this post, I am going to give a bit more in-depth view of the two. And if you are interested in Machine Learning, then you will surely enjoy this article about overfitting and underfitting. Overfitting […] ...

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Challenges in a Machine Learning Project

Sovit Ranjan RathSovit Ranjan Rath March 15, 2019March 15, 2019 0 Comments

Starting a Machine Learning project can be really exciting and challenging as well. How? Suppose that, the company you are working for gets a project to design a predictive model for a huge organization. The model should be able to carry out predictive business analytics. And being the experienced engineer that you are, you get to lead the team […] ...

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