Nov 9, 2025 · 5 min read · So yes, the topic is about Feature Engineering which is an essential part of Machine Learning Pipelines . Since the topic is very broad and subjective so in this blog, we’ll see some typical definitions, examples, and a high-level intuition of featur...
Join discussion
Oct 4, 2025 · 8 min read · Welcome back, fellow data adventurers! So far in our "From Zero to Neuron" series, you've built neural networks to classify handwritten digits and predict house prices. You've seen the raw power of these models when trained from scratch. But here’s a...
Join discussion
Jun 1, 2025 · 10 min read · Remember how we used SVD to extract features from an image which helped our machine “see”? Today we are going to discuss one more such method. HOG (Histogram of Oriented Gradients) is a feature descriptor that captures the shape and structure of obje...
Join discussion
Mar 18, 2025 · 8 min read · 7 min read | Published at IEEE ICAIQSA 2024 TL;DR 📋 Enhanced ResNet-50 model achieving 98.46% accuracy on breast tumor classification from ultrasound images Outperformed AlexNet, GoogleNet, and VGG by 6-16% Used Bayesian Optimization + Population-B...
Join discussionFeb 11, 2025 · 8 min read · We know that the images and videos we see around us are often used to interact with AI for multiple forms of analysis and research. In fact, AI has advanced so much that we can even generate such images and videos through simple prompts. But have you...
Join discussion
Jun 1, 2024 · 4 min read · Published on Saturday, June 1, 2024 Quantum Machine Learning: Revolutionizing Feature Extraction and Dimensionality Reduction ============================================================================================= Authors Name Elon Tusk 😄 Tw...
Join discussion
Jun 1, 2024 · 4 min read · Published on Saturday, June 1, 2024 Quantum Machine Learning: Revolutionizing Feature Extraction and Dimensionality Reduction ============================================================================================= Authors Name Elon Tusk 😄 Tw...
Join discussion
May 29, 2024 · 19 min read · Feature Engineering is the process of transforming raw data into features that better represent the underlying problem to the predictive models, resulting in improved model accuracy. It ensures that the data is well-prepared and organized for effecti...
Join discussion
May 24, 2024 · 4 min read · Computer vision is a field of artificial intelligence (AI) that enables computers and systems to interpret and understand the visual world. Using digital images from cameras and videos, along with deep learning models, machines can accurately identif...
Join discussion
Mar 28, 2024 · 4 min read · Introduction: Imagine you have a big box of LEGO bricks 🧱. Each brick is like a piece of information about something. Maybe it's how tall someone is, or how fast a car 🚓can go. Now, just having lots of LEGO bricks doesn't really make anything excit...
Join discussion