Category: AI & Machine Learning

February 7, 2023

CoPilot – An AI-Powered Code Completion Tool

“Co-pilot” usually refers to the second pilot in an aircraft who assists the pilot in flying the plane.   GitHub Copilot is an AI-powered code..
December 11, 2022

GPT: The Next Frontier of Natural Language Processing

GPT-3 (Generative Pre-trained Transformer 3) is one of the most advanced language models developed by OpenAI, which uses deep learning to generate human-like text. With..
May 15, 2022

AIOPs – Artificial Intelligence for IT Operations

AIOps  AIOps is Artificial Intelligence for IT Operations. AIOps combine big data, ML algorithms, and automation tools to collect and analyze vast amounts of operational..
January 16, 2022

Attention Is All You Need – transformer architecture

“Attention Is All You Need” is a research paper that introduced the transformer architecture, which is a type of neural network that has become popular..
March 20, 2019

Word Embedding – Word2Vec

The key goal of NLP is to understand the language. The text or speech is our primary medium of communication, but computer systems understand only..
March 4, 2019

Recommendation techniques

The recommendation systems are built using Machine learning techniques which filter out the products that users would be interested in or would buy based on..
Algorithm Types
February 19, 2019

ML.Algorithm Types

Machine Learning algorithms are used to extract patterns from given data to predict or draw inferences, these algorithms divided into three different types: Supervised learning..
February 6, 2019

Recommendation systems

What is recommendation system? Today we see the recommendation systems working for us in most of the applications; these systems helping users to find and..
January 14, 2019

Datasets referances

  Amazon makes large data sets available on its Amazon Web Services platform. The Million Song Dataset is collection of audio features and metadata for a million..
December 10, 2018

Machine Learning Pipeline

A machine learning pipeline is used to help automate machine learning workflows.  They operate by enabling a sequence of data to be transformed and correlated..
November 20, 2018

Single Layer Perceptron

Perceptron is known as single-layer perceptron, it’s an artificial neuron using step function for activation to produces binary output, usually used to classify the data..

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