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Data Science
Demystifying Cosine Similarity
Mathematical intuition and practical considerations for NLP scenarios The post D...
Generating Structured Outputs from LLMs
An overview of popular techniques to confine LLMs' output to a predefined schema...
How to Write Insightful Technical Articles
Learn how to write informative technical articles The post How to Write Insightf...
How to Design Machine Learning Experiments — the Right Way
The key to successful ML projects isn't always more resources The post How to De...
Data Science in Action: Real-World Applications and Cas...
Discover how data science drives real-world innovation across industries. Explor...
Get Ready for Your Next Career Move
Are you planning to switch roles in the near future? On the lookout for your fir...
5 Crucial Tweaks That Will Make Your Charts Accessible ...
Approximately 4.5% of the world’s population is colorblind. That’s about 350 mil...
Why AI Projects Fail
No one agrees on the exact number, but estimates say anywhere from 50% to 80% of...
The Role of Luck in Sports: Can We Measure It?
From last-minute goals to coin tosses: How much does randomness influence the ou...
How I Automated My Machine Learning Workflow with Just ...
Use LazyPredict and PyCaret to skip the grunt work and jump straight to performa...
Prescriptive Modeling Unpacked: A Complete Guide to Int...
Learn how to move beyond prediction and actively make intervention through presc...
Not Everything Needs Automation: 5 Practical AI Agents ...
What actually works with AI agents inside enterprise organizations? The post Not...
Trying to Stay Sane in the Age of AI
A machine learning engineer’s quiet way of not losing her mind The post Trying t...
How to Transition From Data Analyst to Data Scientist
Playbook on how data analysts can become data scientists The post How to Transit...
A Bird’s-Eye View of Linear Algebra: Measure of a Map —...
We roll up our sleeves and start to deal with matrices The post A Bird’s-Eye Vie...
Exploratory Data Analysis: Gamma Spectroscopy in Python
Let’s observe the matter on the atomic level The post Exploratory Data Analysis:...