Knowledge base

Several tools are available on the market that allow for data annotation. In this article, we will specifically focus on image labeling tools which enable computers to understand digital images or videos also known as computer vision technology. Since the image labeling tool landscape is wide and varied, we will compare six image labeling tools based on six different dimensions.

While the impact of COVID 19 continues to be, devastating, the pandemic is also a major turning point in various aspects of the life of both people and organisations. The digital acceleration triggered by the COVID 19 pandemic is undoubtedly one of the developments impacting almost everyone, without boundaries of age, colour, nationality or limitations, including organisations, profit or non-profit, small, large or multinational, traditional craftsmanship or virtual start-up business.

Why do we still manually implement our ML models, when automated ML tools exist? We've conducted a comparative study between Azure Machine Learning AutoML and Databricks autoML where we evaluate whether these are tools ready to be used, and even more important can these tools deliver value to you and your company?

Our intern An Bouckaert gained more practical experience in data science and data engineering during her internship at element61.

What is dbt? dbt is an open-source transformation tool that aims to simplify the work of the analytic engineer in the data pipeline workflow. It specifically implements only the T in the ETL process.

Since data pipelines are far behind the efficiency of the software industry, tools are needed to bring the design up to speed and to guarantee data quality.