22 October 2021 MLflow is a commonly used tool for machine learning experiments tracking, models versioning, and serving. In our first article of the series “Serving ML models at scale”, we explain how to deploy the tracking instance on Kubernetes and use it to log experiments and store models.
22 september 2021 You need a baseline for your latest time series forecasting project? You want to explain the decision-making process of a predictive model to a business audience? You would like to understand if car prices are seasonal before buying a new one? We might have something for you! This article introduces Streamlit Prophet, a web app to help data scientists train, evaluate and optimize forecasting models in a visual way. Forecasts are made with Prophet, a fast and easily interpretable model.
10 september 2021 How to choose the right visualizations and implement them in Streamlit to better debug your forecasting models
24 August 2021 All industries aim to manufacture just the right number of products at the right time, but for retailers this issue is particularly critical as they also need to manage perishable inventory efficiently
5 August 2021 Recently, Microsoft joined Apple as the second listed US company (and third in the world, alongside Saudi oil giant Aramco) as a member of the very select $2 trillion club. The fact that US tech giants are dominating the world is not news, but the pace at which they’re crossing significant valuation milestones is. It took less than 18 months for them to move up from $1 trillion to $2 trillion. How is this even possible? What can “legacy” companies take away from this unparalleled economic success?
28 July 2021 Artificial intelligence and digital transformation projects have a low success rate, but best practices help.
27 July 2021 Here are some guidelines to build trustworthy machine learning solutions without falling into ethical pitfalls.
11 July 2021 A really promising tool for manufacturers with a strong Amazon product presence that aims at improving media performance and increasing revenue through holistic ROI measurement.
7 July 2021 Reconciliation between theory and reality, or between persona types and their effective targeting via media activation tools such as Google Ads or Facebook Ads, can pose serious issues and lead to a loss of media investment profitability.
