From Jupyter Notebooks to Real-life: MLOps

Why is it a must-have?. “From Jupyter Notebooks to Real-life: MLOps” is published by Soner Yıldırım in Towards Data Science.

Lasso and Ridge regression: An intuitive comparison

When people begin their Machine Learning journey, they often start with Linear Regression, one of the most simple algorithms out there. However, this model quickly shows its limitations, especially…

How expert analysts think about time

When I began speaking at conferences about the importance of analytics, I found that convincing an audience of its value was the easy part. The mood changed when I explained the catch: Analytics is…

Extract knowledge from text: End-to-end information extraction pipeline with SpaCy and Neo4j

Since I first dabbled with natural language processing, I have had a special place in my heart for information extraction (IE) pipelines. Information extraction (IE) pipelines extract structured data…

5 Things That Will Instantly Make Your Python Code More Pythonic

Anyone that speaks multiple languages understands that the rules of one language don’t necessarily apply to another; I’m a native English speaker, but I also speak Twi which is a dialect of the Akan…

What’s the Best Language for Data Science?

In a recent group discussion, I found data scientists arguing over which machine learning framework is better: PyTorch or TensorFlow. What I found funny is that I’ve heard other versions of this…

An In-Depth Tutorial to Python Decorators That You Can Actually Use

One of the magical things you can do with Python and many other languages is decorating functions. Decorators can modify the function’s inputs, its output, and the very behavior of the function…

Predict Your Model’s Performance (Without Waiting for the Control Group)

So, your predictive model is up and running. You have developed, tested and finally deployed it. When presenting it to your stakeholders, you mention the model achieved 75% precision and 25% recall…

Matplotlib vs. Plotly: Let’s Decide Once and for All

Deep comparison of Matplotlib vs. Plotly in terms of seven key aspects. Learn which library is superior across all categories.

The Best Coding Tips for any Data Science Beginner without a CS Degree

There are many different ways people transition into data science. If you don’t have a technical background, the programming part may seem daunting. My background isn’t in computer science. Before…