What is data visualization in simple terms ?
Data visualization is the art and science of representing information in a visual format. It takes complex data sets and translates them into charts, graphs, … Read more
Machine Learning
What is convex optimization in simple terms ?
Convex optimization is a specific area of mathematical optimization that deals with minimizing (or maximizing) convex functions over convex sets. It’s particularly valuable because it … Read more
Statistics and Linear Algebra for Machine Learning ?
Statistics and linear algebra are the fundamental building blocks for machine learning algorithms. Here’s a breakdown of why they’re so important: Statistics: Linear Algebra: Here … Read more
Like machine learning, what are other approaches in AI ?
Machine learning is a powerful approach in AI, but it’s not the only one. Here are some other important approaches: 1. Symbolic AI: This approach … Read more
Some real time examples of machine learning
1. Recommendation Systems Where You Find Them: Netflix, Amazon, YouTube, Spotify, etcHow It Works: Algorithms track your preferences (viewing history, products purchased, music listened to) … Read more
Introduction to Machine Learning
What is Machine Learning? Definition: Machine learning (ML) is a subfield of artificial intelligence where computer systems learn to identify patterns in data and make … Read more
Name some popular machine learning libraries.
Several libraries in Python are commonly used for machine learning tasks. A combination of these libraries can cover a wide range of machine learning tasks. … Read more
Can a textual dataset be used with an openCV?
OpenCV (Open Source Computer Vision Library) is primarily designed for computer vision tasks, such as image and video processing. While OpenCV itself doesn’t handle textual … Read more
What does it mean to train a model on a dataset ?
Training a model on a dataset refers to the process of using a machine learning algorithm to learn the patterns, relationships, and representations within the … Read more
What is MNIST ?
The MNIST database of handwritten digits is a dataset of 60,000 training examples and 10,000 testing examples. Each example is a 28×28 grayscale image of … Read more