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Key differentiators between Atlassian cloud and server

Atlassian cloud and server products both help teams achieve better collaboration and greater transparency, but it’s important to recognize that they’re built with different codebases, features, and benefits.    We outline some of the key differentiators between the various hosting options offered by Atlassian:   Atlassian Cloud Rather than installing and maintaining Atlassian products on […]

Using BDD in DevOps environments

What is BDD? Use of a Common Language A Meeting of Three Friends Application Development and Scenario Automation Definition of Done Integration into the Deployment Pipeline Over the last few blog posts, we’ve discussed the la importance of a good testing strategy when implementing DevOps in an organisation. We started with an overview and then looked at unit […]

Jira Service Management: Atlassian’s ITSM solution for agile teams replaces Jira Service Desk

As part of its strategy to improve its products and solutions for customers and be able to respond quickly to changes in the market, Atlassian has announced the launch of Jira Service Management, the ITSM solution that enhances the capabilities of its successful predecessor, Jira Service Desk. In an increasingly dynamic environment, customers are demanding […]

Benefits of Test-Driven Development in DevOps Environments

The traditional model is not conducive to writing unit tests Test Driven Development helps us avoid these problems Whats is Test-Driven Development (TDD)? Using the Ping Pong Pair Programming technique What does this have to do with DevOps? In a previous blog post entitled The Importance of Testing in DevOps, we discussed why we need […]

Data Transformation in Artificial Intelligence

In our previous blog post, we discussed the importance of data cleansing and pre-processing for making sure that our machine learning methods work correctly. After applying all the necessary cleansing tools, we end up with a validated, structured data set without any aberrant data that may otherwise negatively affect our training. However, applying data cleansing […]

The Importance of Testing in DevOps

In our previous blog posts, we’ve explained what the DevOps concept is and the foundations for implementing a value delivery deployment pipeline. In this post, I want to focus on one key factor that makes all of this work: testing. A proper testing strategy gives us the confidence we need to take that step to […]

The Importance of Data Preprocessing in Artificial Intelligence: Data Cleansing

In recent years, the amount of data being generated has increased considerably. Today, in just one second, almost 9,000 tweets are posted, more than 900 photos are uploaded to Instagram, more than 80,000 Google searches are performed and nearly 3 million emails are sent. This simply proves that we’re generating a huge amount of information […]

Signs indicating the need for Machine Learning in a project

In previous blog posts, we’ve learnt about Artificial Intelligence, Computer Vision, Machine Learning and, more specifically, Deep Learning. In this article, we’re going to look at one of the main signs indicating that a project requires the use of Machine Learning. Business logic based on excessive rules and/or conditions One of the main symptoms of […]

Training Artificial Neural Networks – Part II

The boom in recent years of Machine Learning techniques in Artificial Intelligence prompted the brief introduction in our previous post to artificial neural networks and how to train them to obtain valuable information. In this post, we will analyse in a little more detail what is actually involved in training these types of networks. Backpropagation […]

Artificial Neural Networks: What they are and how they’re trained – Part I

In our earlier blog post about Machine Learning, we touched upon neural networks. In this post, we will explain what a neural network is and how it works. Artificial neural networks are based on how networks of biological neurons work. The neurons that we all have in our brains are made up of dendrites, the […]

Lean Change Management: The key to managing change in your organisation

In our previous post, we described how to learn to manage change in our transformation towards DevOps. That first article focused on describing the Satir and Kotter change models and sought to explain the different steps that change processes go through. In this post, we are going to discuss how to effectively implement specific changes […]

Change management applied to DevOps: a recipe for success

Over the course of previous blog posts, we have looked at the different steps and strategies we can follow to implement a DevOps approach in our organisation. We need to keep in mind that the change required within the organisation to implement DevOps is quite substantial and by no means easy. Apart from the technical […]

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