Deep Dives

The Machine Learning “Advent Calendar” Day 15: SVM in Excel

we're. That is the model that motivated me, from the very starting, to make use of Excel to raised understand Machine Learning. And today, you'll see a different explanation of SVM than you normally see,...

Spectral Community Detection in Clinical Knowledge Graphs

Introduction can we discover latent groups of patients in a big cohort? How can we discover similarities amongst patients that transcend the well-known comorbidity clusters related to specific diseases? And more importantly, how can...

A Realistic Roadmap to Start an AI Profession in 2026

2026, the AI education market has turn out to be an oversaturated business of its own. Bootcamps are in every single place. Online platforms promise miracles in “12 weeks.” Course bundles multiply, all...

Optimizing PyTorch Model Inference on CPU

grows, so does the criticality of optimizing their runtime performance. While the degree to which AI models will outperform human intelligence stays a heated topic of debate, their need for powerful and expensive...

The Machine Learning “Advent Calendar” Day 8: Isolation Forest in Excel

with Decision Trees, each for Regression and Classification, we are going to proceed to make use of the principle of Decision Trees today. And this time, we're in unsupervised learning, so there aren't any...

The best way to Climb the Hidden Profession Ladder of Data Science

SQL. You may construct models in your sleep. You’ve run dozens of A/B tests. So why aren’t you getting promoted? The reality is, most data scientists plateau not because they lack technical skills, but...

On the Challenge of Converting TensorFlow Models to PyTorch

Within the interest of managing reader expectations and stopping disappointment, we would love to start by stating that this post does not provide a totally satisfactory solution to the issue described within the title. We are...

YOLOv1 Paper Walkthrough: The Day YOLO First Saw the World

If we speak about object detection, one model that likely involves our mind first is YOLO — well, at the least for me, because of its popularity in the sector of computer vision. The very first version...

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