Category: Machine Learning

Quantum Computing

This recent announcement from Google is absolutely jaw-dropping. Google says that its 54-qubit Sycamore processor was able to perform a calculation in 200 seconds that would have taken the world’s most powerful supercomputer 10,000 years. Is this real?  Many of you have been asking me what quantum computing is all about? So, I will cover...

A Primer On Neural Networks

Background Any system has certain number of inputs, certain number of outputs and some relationship in between. A generic system with m inputs and p outputs can be represented as a function: f (x1, x2, … , xm) = (y1, y2, … , yp) Let us say that you are given a dataset of such...

Machine Learning Use Cases For DevOps Platform

If your organization is into building DevOps platforms that integrate various parts of the product lifecycle like code check-ins, builds, Continuous Integration (CI), Continuous Deployment (CD), ticketing system, sprint planning, release management, etc.; here are some interesting Machine Learning Use Cases that you can implement on your platform 1.    Predicting Build Time The ML program…

Machine Learning Basics for a Newbie

Machine Learning (ML) gives computers the ability to learn without being explicitly programmed. Evolved from the study of pattern recognition and computational learning theory in artificial intelligence, ML explores the study and construction of algorithms that can learn from and make predictions on data through building a model from sample inputs. It's a really exciting...

Evolution of Computing

Pre Computers Era This can be termed as ‘pen and paper’ era. It witnessed the building of the foundation. The concept of numbers became concrete. The zero was invented by Brahmagupta or Aryabhata depending on which way you look at it. The number systems evolved. The earliest known tool used in computation was the Abacus...