Understanding dimensions in PyTorch

When I started doing some basic operations with PyTorch tensors like summation, it looked easy and pretty straightforward for one-dimensional tensors: However, once I started to play around with 2D and 3D tensors and to sum over rows and columns, I got confused mostly about the second parameter of…

Jupyter Notebook in Visual Studio Code

People who work in Python, they love to do their research and experiments in Jupyter Notebook. I am a fan of lightweight code editors like Visual Studio Code (VS Code) and Sublime Text. VS Code is a world class tool to write code in any language. Not just writing code, it supports many DevOps tools…

Epoch vs Batch Size vs Iterations

You must have had those times when you were looking at the screen and scratching your head wondering “Why I am typing these three terms in my code and what is the difference between them ” because they all look so similar. To find out the difference between these terms you need to know some of the…

How to use autocomplete in Jupyter Notebook

The best productivity tool for Data Scientist you should be using if you are not doing it yet … Most of the programmers are fairly familiar with different autocomplete tools. However, I have noticed that many Data Scientists do not use it, at least not early enough in their career or education. If…

Why should you use serverless?

The Myths and Misconceptions About Serverless and why you should consider going serverless The demand for serverless computing solutions is growing. But before we go any further, let’s try to explain what this relatively new phenomenon is. The name serverless is pretty contradictory. No, serverless…

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