Posts by Prantik Sarkar

Author Biographical Info: A Machine Learning enthusiast striving to learn, improve, and evolve.

Implementation of Perceptron Algorithm for NOT Logic in Python

By Prantik Sarkar

Fig: NOT gate In this article, you’ll learn how to implement the perceptron algorithm for NOT logic in python. The steps that we’ll follow will also enable you to easily implem.... Read More

How to Configure Image Data Augmentation in Keras TensorFlow

By Prantik Sarkar

Training deep convolutional neural networks on more data can lead to an increase in its performance and generalization capacity. Limited training data can cause the model to overf.... Read More

Solve ValueError: Error when checking target in Keras

By Prantik Sarkar

This article will help you solve ValueError: Error when checking target in Keras which we usually encounter while working with neural networks in Deep Learning. You will learn how.... Read More

Chunking Rules in NLP

By Prantik Sarkar

To be able to gain more information from a text in Natural Language Processing, we preprocess the text using various techniques such as stemming/ lemmatization, ‘stopwords.... Read More

Predicting video game sales using Machine Learning in Python

Predicting video game sales using Machine Learning in Python

By Prantik Sarkar | June 27, 2020

Video games have become immensely popular over the past decade. The global games market in 2019 was estimated at $148.8 billion. In this article, you’ll learn how to implement a Machine Learning model that can predict the global sales of a video game depending on certain features such as its genre, critic reviews, and user […] Read More

How to choose number of epochs to train a neural network in Keras

By Prantik Sarkar

One of the difficulties we face while training a neural network is determining the optimal number of epochs. Too many epochs can cause the model to overfit i.e your model will perf.... Read More