MLBasics #4: The Binary Classification King — A Journey Through Support Vector Machines Continue reading on Towards Data Science » Read More

Normally, we have to wait a few months after Apple’s big WWDC conference before getting the full iOS release on iPhones. But now, thanks to AI, this year’s release schedule will look very different. Apple’s been a little vague about what new “Apple Intelligence” features are coming to iPhones immediately, especially… Read more… Read More

RetroArch has finally hit the Apple App Store. However, if you have gone ahead and downloaded it, you might have quickly found yourself a little bit lost trying to use the app. Especially if you’ve only used simpler alternatives on the App Store, such as Delta. But don’t let that deter you. Beneath the somewhat …

A brief review of the image foundation model pre-training objectives We crave large models, don’t we? The GPT series has proved its ability to revolutionize the NLP world, and everyone is excited to see the same transformation in the computer vision domain. The most popular image foundation models in recent years include SegmentAnything, DINOv2, and many …

Implement the PCA algorithm from scratch with Python Photo by Volodymyr Hryshchenko on Unsplash Plenty of well-established Python packages (like scikit-learn) implement Machine Learning algorithms such as the Principal Component Analysis (PCA) algorithm. So, why bother learning how the algorithms work under the hood? A deep understanding of the underlying mathematical concepts is crucial for making better decisions …