What to Do About the New AI Regulation?
When such a sophisticated, risky, and complex technology like AI takes our lives by storm, a clearly defined set of rules on its usage is… Read More »What to Do About the New AI Regulation?
Home » Technical Topics » DataOps
DataOps
DataOps is a philosophy whereby the various stages of development, from analysis to design to development to testing and maintenance, are increasingly integrated through software or machine-learning based systems. Articles in this section focus on both DataOps as a philosophy and business practice, as well as explore deeper technical aspects that make DataOps feasible.
Google Colab to a Ploomber pipeline: ML at scale
In this short blog, we’ll review the process of taking a POC data science pipeline (ML/Deep learning/NLP) that was conducted on Google Colab, and transforming… Read More »Google Colab to a Ploomber pipeline: ML at scale
Ploomber vs Kubeflow: Making MLOps Easier
In this short article, I’ll try to capture the main differences between the MLops tools Ploomber and Kubeflow. We’ll cover some background on what is… Read More »Ploomber vs Kubeflow: Making MLOps Easier
Decisions Part 1: Creating an AI-driven Decision Factory
This is part 1 in a multi-part series on the value-realizing, collaborative power of decisions. My mom used to say, “If it was a snake,… Read More »Decisions Part 1: Creating an AI-driven Decision Factory
Trends Towards 2022
It’s the last week of the year. The gifts have been opened (well, the ones that aren’t currently still sitting in a dock in Los… Read More »Trends Towards 2022
What is a Scrum Board? What is the Difference Between a Scrum & Kanban Board?
What is a Scrum Board? As Scrum is one of the popular frameworks to break down complex problems into smaller tasks, Scrum board is a… Read More »What is a Scrum Board? What is the Difference Between a Scrum & Kanban Board?
Top Reasons Why Manufacturing Companies Need DevOps
It is no secret that technology has evolved at a rapid pace and that this fast-paced evolution has brought about intense changes across the world.… Read More »Top Reasons Why Manufacturing Companies Need DevOps
7 Steps To Create A Successful Release Plan
Agile release planning is the dynamic document that suggests the group of tasks you should accomplish before the release of your final product. As product… Read More »7 Steps To Create A Successful Release Plan
Top 10 Benefits Of Digital Transformation For Software Developers
It seemed apparent that firms and organizations from different industries would have to go digital to stay ahead of the competition and meet customer expectations… Read More »Top 10 Benefits Of Digital Transformation For Software Developers
MLflow Installation
In this article, we cover How to install MLflow. Before we dive into the process, let’s begin with introducing MLOps MLOps By definition, MLOps is… Read More »MLflow Installation