How to Use the Feynman Technique to Become an Expert in the Most Complicated Concepts in Data Science

Like learning to golf, you could spend every day on the data science golf course that is coding, mathematics, and industry knowledge, and still not have mastered the game by the time you die. Not…

A Complete Guide to Natural Language Processing (NLP)

Natural Language Processing is a field of computer science and linguistics concerned with the interactions between computers and human (natural) languages.

25 NumPy Functions You Never Knew Existed | P (Guarantee = 0.85)

Become a NumPy ninja by learning the 25 trickiest NumPy functions that will surprise anyone reading your code.

Secure Password Handling in Python

Protect and secure your passwords and credentials in Python with help of these few simple techniques and tips

Non-Coder to Data Scientist! 5 Inspiring Stories and Valuable Lessons

Most of us look for inspiration. Inspiration helps a lot in breaking the self-imposed barriers. Inspiring stories not only help in improving self-confidence but is also a great source of motivation…

Python 3.10 — Five New Features And Considerations

Python 3.10 released new features with examples for union types, zip function length checking, context manager with parentheses and switch/match case.

4 simple tips for plotting multiple graphs in Python

When visualising data, often there is a need to plot multiple graphs in a single figure. For instance, multiple graphs are useful if you want to visualise the same variable but from different angles…

3 NumPy Functions to Facilitate Data Analysis with Pandas

Pandas and Numpy are the two most popular Python libraries used for data analysis and manipulation. Pandas is equipped with a lot of practical and handy functions. Pandas also allows for using some…

Clustering sentence embeddings to identify intents in short text

TL;DR The unsupervised learning problem of clustering short-text messages can be turned into a constrained optimization problem to automatically tune UMAP + HDBSCAN hyperparameters. The chatintents…

5 Most Powerful One-Liners You Should Know in Python Programming

Python One-Liners That You Should know. 5 Amazing Python One-Liners You Must Know. Learn 5 extremely useful Python One-Liners. for loop, swap values..