The path to developing a high-performance demand forecasting model — Part 3
10 september 2021 How to choose the right visualizations and implement them in Streamlit to better debug your forecasting models
Demand forecasting: Using machine learning to predict retail sales
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
The $2 Trillion Club: how Data x Services are leading to skyrocketing growth in company valuations
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?
AI Requires a Holistic Framework and Scalable Projects
28 July 2021 Artificial intelligence and digital transformation projects have a low success rate, but best practices help.
Including ethics best practices in your Data Science project from day one
27 July 2021 Here are some guidelines to build trustworthy machine learning solutions without falling into ethical pitfalls.
Walkthrough Amazon’s new attribution tool (still in beta)
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.
From marketing personas to media activation: from theory to reality, reconciliation can’t be improvised
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.
5 good reasons to use SA360 for SEA campaigns in 2021
1 July 2021 SEA management has changed a lot in the last few years, evolving from time-consuming manual to increasingly automated. Many tools have been marketed to improve and accelerate account management.
How to deploy and secure your Streamlit app on GCP?
28 June 2021 Streamlit is a great tool to create beautiful data applications quite easily but when it comes to deploying them and making them accessible, it can be more complicated for non-specialists. In this article we aim at presenting our journey to deploying our application on GCP ensuring a restricted access to specific people. We implemented two solutions: one with Cloud Run, the other with App Engine and we chose to keep App Engine for its ease of securing the application with IAP (Identity-Aware Proxy).
