Software Development – Dev Insights Blog

The Art of Building a Neural Network from Scratch – A Practical Guide

February 16, 2025February 16, 2025 by Admin

Visualization of a simple neural network with 2 input nodes, 4 hidden nodes, and 1 output node, connected by lines, in a futuristic blue and white digital design.

Step-by-step guide to building a neural network from scratch using Python and NumPy, with forward propagation, backpropagation, and training examples.

CPU vs GPU vs TPU: Which One Do I Need?

February 15, 2025 by Admin

3D-rendered image of a CPU, GPU, and TPU placed side by side on a futuristic computer motherboard. The CPU is a small square chip with metallic contacts, the GPU is a larger rectangular component with a heat sink and cooling fans, and the TPU is a specialized circuit chip with tensor cores. The scene is illuminated with cool-toned, high-tech lighting.

A detailed comparison of CPUs, GPUs, and TPUs, covering their architecture, performance, and real-world applications, with example calculations to demonstrate their capabilities.

Getting Started with HTTP Streaming: A Simple Guide for Beginners

February 18, 2025February 7, 2025 by Admin

Learn the basics of HTTP streaming in this beginner-friendly guide. Discover how to deliver data in real-time for faster, more efficient web applications.