Data

The Best Data Scientists are At all times Learning

it’s possible to totally master every topic in data science? With data science covering such a broad range of areas — statistics, programming, optimization, experimental design, data storytelling, generative AI, to call a couple...

Overcoming the Hidden Performance Traps of Variable-Shaped Tensors: Efficient Data Sampling in PyTorch

is the a part of a series of posts on the subject of analyzing and optimizing PyTorch models. Throughout the series, we have now advocated for using the PyTorch Profiler in AI model development and demonstrated the...

Methods to Use Easy Data Contracts in Python for Data Scientists

Let’s be honest: we've all been there. It’s Friday afternoon. You’ve trained a model, validated it, and deployed the inference pipeline. The metrics look green. You close up your laptop for the weekend, and luxuriate...

Data Science in 2026: Is It Still Value It?

about switching to Data Science in 2026? If the reply is “yes,” this text is for you. I’m Sabrine. I even have spent the last 10 years working within the AI field across Europe—from big...

Scuffling with Data Science? 5 Common Beginner Mistakes

data science, to begin with well done. You’ve chosen probably the most lucrative and fast-growing careers in tech. But here’s the reality: most students waste months (even years) spinning their wheels on the incorrect things. Avoid...

Data Visualization Explained (Part 5): Visualizing Time-Series Data in Python (Matplotlib, Plotly, and Altair)

It’s time to begin constructing your personal data visualizations. In this text, I'll walk through the strategy of visualizing time-series data in Python intimately. If you might have not read the previous articles in...

TDS Newsletter: Find out how to Construct Robust Data and AI Systems

Never miss a brand new edition of , our weekly newsletter featuring a top-notch choice of editors’ picks, deep dives, community news, and more. Many practitioners wish to jump headfirst into the nitty-gritty details of...

Natural Language Visualization and the Way forward for Data Evaluation and Presentation

has been like classical art. We used to commission a report from our data analyst—our Michelangelo—and wait patiently. Weeks later, we received an email with an impressive hand-carved masterpiece: a link to a...

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