Author: sumanth

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..
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July 12, 2022

Predictive vs Adaptive – Management

   The projects in every company follow a certain lifecycle approach. In recent years, high focus on adaptive project management over more predictive project management...
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 25, 2021

Agile Release Train (ART)

What is Agile Release Train? The Agile Release Train (ART) is the primary value delivery construct in SAFe®. The Agile Release Train is a long..
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September 7, 2020

Agile Team – Maturity Guidance

There is no single set of prescriptions or a silver bullet for every team that will ensure repeatable success, each team is in constant pursuit..
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July 28, 2020

Understanding Lagging indicator and Leading indicator

Leading indicators are metrics to measure performance or progress on activities that need to be done to achieve a goal. Lagging indicators are metrics that..
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June 4, 2020

Story points to Time and Cost

While working in Agile projects / product developments, we use the story points for  estimating user stories in backlog, but often we been asked ‘How..
April 14, 2020

Agile Scaling Team Structure

The Agile Scaling team structure explained here, is based on combination of Scaled Agile (SAFe) framework and Spotify Engineering model. Spotify provides complete freedom to..
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March 19, 2020

BEING AGILE IN COVID TIMES

The COVID-19 created socio-economic crisis, forcing thousands of companies to re-craft their plans to handle the situation Companies need to enable employees to work from..
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February 11, 2020

Leading Change

Here we talk about Dr. Kotter’s Leading Change model, He is renowned thought leader and Harvard Business School professor, developed this model after studying numerous..
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December 14, 2019

BEING PROACTIVE

The proactive people are who anticipates the events that are about to happen and is ready with both a response and a plan to deal..
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November 2, 2019

Quantum leap in computer science

Quantum computers work differently from the classical computers we work on today. Exploiting the principles of quantum mechanics, they can easily tackle computational problems that..
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October 12, 2019

Liberating Structures – Creating Innovation Culture

You remember Jedi Master Yoda’s powerful message ? You must unlearn what you have learned               “ What we have..
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September 20, 2019

Kanban Method – feedback loops

Kanban method has seven cadences /feedback loops (written by David Anderson), it is common for new implementations to start with a subset of these. It..
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August 26, 2019

Kanban Method

The Kanban Method is not an approach to software development, but it’s an approach to process improvement. The Kanban method uses a work-in-progress limited pull..
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July 16, 2019

Microservices – Basics

The idea behind microservices is to build and maintain application, with composable pieces which work together in contrast to a traditional, “monolithic” application which is..
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..
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