Introduction to Coding Neural Networks with PyTorch + Lightning

Tiffany Janzen on Instagram: "If you don’t know what an NPU is or can’t explain it easily.. you need to watch this! Most people don’t know this, but… your next laptop won’t just have a CPU and a GPU. It’s gonna have a third brain an NPU. And honestly? If it doesn’t… it might already be obsolete. Here’s the deal: right now, almost all AI runs in the cloud. That means lag, subscription costs, and your data leaving your device. Useful? Yeah. But definitely limited. That’s where NPUs come in. A Neur

mathswithmuza on Instagram: "Nonlinear transformations are mathematical operations that change data or variables in ways that do not preserve straight-line relationships. Unlike linear transformations, which only stretch, shrink, rotate, or reflect points while keeping proportional relationships intact, nonlinear transformations can bend or warp the space itself. This means that lines may become curves, and equal intervals can be distorted differently depending on their position. Such transforma

NEURAL CIPHER | DSA | Kolkata on Instagram: "🔍 Search in 2D Matrix – Binary Search Magic! Learn how to treat a sorted 2D matrix like a single 1D array and apply binary search to find any target in O(log (m × n)) time. A must-know LeetCode interview problem for DSA prep and coding interviews! 💻⚡ #dsa #leetcode #binarysearch #codinginterview #programming"