Blog

Your blog category

Are We Watching More Ads Than Content? Analyzing YouTube Sponsor Data

I’m definitely not the only person who feels that YouTube sponsor segments have become longer and more frequent recently. Sometimes, I watch videos that seem to be trying to sell me something every couple of seconds. On one hand, it’s great that both small and medium-sized YouTubers are able to make a living from their

Are We Watching More Ads Than Content? Analyzing YouTube Sponsor Data Read More »

Linear Programming: Managing Multiple Targets with Goal Programming

This is the sixth (and likely last) part of a Linear Programming series I’ve been writing. With the core concepts covered by the prior articles, this article focuses on goal programming which is a less frequent linear programming (LP) use case. Goal programming is a specific linear programming setup that can handle the optimization of

Linear Programming: Managing Multiple Targets with Goal Programming Read More »

Agentic GraphRAG for Commercial Contracts

In every business, legal contracts are foundational documents that define the relationships, obligations, and responsibilities between parties. Whether it’s a partnership agreement, an NDA, or a supplier contract, these documents often contain critical information that drives decision-making, risk management, and compliance. However, navigating and extracting insights from these contracts can be a complex and time-consuming

Agentic GraphRAG for Commercial Contracts Read More »

The Art of Noise

Introduction In my last several articles I talked about generative deep learning algorithms, which mostly are related to text generation tasks. So, I think it would be interesting to switch to generative algorithms for image generation now. We knew that nowadays there have been plenty of deep learning models specialized for generating images out there,

The Art of Noise Read More »

PyScript vs. JavaScript: A Battle of Web Titans

We’re delving into frontend web development today, and you might be thinking: what does this have to do with Data Science? Why is Towards Data Science publishing a post related to web dev? Well, because data science isn’t only about building powerful models, engaging in advanced analytics, or cleaning and transforming data—presenting the results is

PyScript vs. JavaScript: A Battle of Web Titans Read More »

The Case for Centralized AI Model Inference Serving

As AI models continue to increase in scope and accuracy, even tasks once dominated by traditional algorithms are gradually being replaced by Deep Learning models. Algorithmic pipelines — workflows that take an input, process it through a series of algorithms, and produce an output — increasingly rely on one or more AI-based components. These AI

The Case for Centralized AI Model Inference Serving Read More »

4 Levels of GitHub Actions: A Guide to Data Workflow Automation

Automation has become an indispensable element for ensuring operational efficiency and reliability in modern software development. GitHub Actions, an integrated Continuous Integration and Continuous Deployment (CI/CD) tool within GitHub, has established its position in the software development industry by providing a comprehensive platform for automating development and deployment workflows. However, its functionalities extend beyond this

4 Levels of GitHub Actions: A Guide to Data Workflow Automation Read More »