Welcome to our collection of articles on the topic of integrated deployment, where we focus on solving the challenges around productionizing Data Science. So far, in this collection we have introduced the topic of integrated deployment, discussed the topics of continuous deployment and automated machine learning, and presented the autoML verified component. In today’s article, we would like to […]
Integrated Deployment: Continuous Deployment
Click to learn more about author Paolo Tamagnini. In this second article of our integrated deployment blog series – where we focus on solving the challenges around productionizing Data Science – we look at the model part of the process. In the previous article we covered a simple integrated deployment use case. We first looked at an existing […]
An Introduction to Integrated Deployment
Click to learn more about author Paolo Tamagnini. Welcome our integrated deployment blog series, where we focus on solving the challenges around productionizing Data Science. Topics will include: Resolving the challenges of deploying models Building guided analytics applications that create not only a model but a complete model process, using our component approach to AutoML […]
Guided Labeling Episode 7: Weak Supervision Deployed via Guided Analytics
Click to learn more about author Paolo Tamagnini. Welcome to the seventh episode of our Guided Labeling Blog Series. In the last six episodes, we have covered active learning and weak supervision theory. Today, we would like to present a practical example of implementing weak supervision via guided analytics based on a Workflow. The other […]
Guided Visualization and Guided Exploration
Click to learn more about co-author Scott Fincher. Click to learn more about co-author Paolo Tamagnini. Click to learn more about co-author Maarit Widmann. No matter if we are experienced data scientists or business analysts, one of our daily routines is the easy and smooth extraction of the relevant information from our data regardless of […]
Are You Data Rich, but Insight Poor? Turn Enterprise Communications Data into Actionable Insights
Click to learn more about author Larry Foster. We’re in the middle of an exciting period of digital transformation. An important by-product of this transformation is the creation and collection of large amounts of digital data. Dubbed “Big Data,” it’s no surprise that this topic continues to be buzz-worthy among most disciplines across the enterprise. […]