deep-learning

A collection of 4 post

What is the Hyperparameter in Machine Learning?

It can be confusing when you get started in applied machine learning. There are so many terms to use and many of the terms may not be used consistently. This is especially true if you have come from another field of study that may use some of the same terms as machine learning, but they are used…

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…