Blog
Miscellaneous
Creating Custom Loss Functions in Keras/TensorFlow
In the world of machine learning, loss functions play a pivotal role. They measure the inconsistency between predicted and actual …
See more
Custom Loss Function in PyTorch: A Guide
As a data scientist or software engineer, you might have come across situations where the standard loss functions available in PyTorch …
See more
Downloading a CSV from a URL and Converting it to a DataFrame using Python Pandas
In this blog, we will learn about the potent role Python's Pandas library plays in data science, particularly in the manipulation and …
See more
Efficiently Appending to a DataFrame within a For Loop in Python
Data manipulation is a fundamental skill for any data scientist. One common task is appending to a DataFrame within a for loop. …
See more
Exploring the Technical Nuances of Negative-Log-Likelihood Dimensions in Logistic Regression
As a data scientist or software engineer, you're probably familiar with logistic regression, a popular machine learning algorithm used …
See more
Exporting DataFrames as CSV Files from Google Colab to Google Drive
In the world of data science, data is the lifeblood that fuels our analyses and models. Often, we need to export our data, such as a …
See more