Posts by Soham Das

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Keras data generators and how to use them in TensorFlow

By Soham Das

If you have ever tried to train a neural network, you probably have encountered a situation where you try to load a dataset but there is not enough memory in your machine. This pro.... Read More

Image Classification using CNN in Python

By Soham Das

Here in this tutorial, we use CNN(Convolutional Neural Networks) to classify cats and dogs using the infamous cats and dogs dataset. You can find the dataset here We are going to .... Read More

Check if a number is Peterson number in Python

By Soham Das

In this tutorial, we are going to learn how to check if a number is a Peterson number or not using Python. But first, what is a Peterson number? Peterson number is that number whos.... Read More

Spam Classification Using PySpark in Python

By Soham Das

In this tutorial, we will build a spam classifier in Python using Apache Spark which can tell whether a given message is spam or not! I have used a classic spam-ham dataset from th.... Read More

Logistic Regression Using PySpark in Python

By Soham Das

In this era of Big Data, knowing only some machine learning algorithms wouldn’t do. One has to have hands-on experience in modeling but also has to deal with Big Data and uti.... Read More