Predictive Modeling is key to make challenges successful

Whatever your domain, TADA transforms automatically your Small Data with real competitive advantage.

Machine Learning for IoT applications

Why use artificial intelligence (AI) in your embedded systems? The idea is gaining ground in all sectors, from aircraft to drones, cars, security equipment, robots, industrial sensors and biomedical monitors. In the latter systems involving human life, every millisecond counts. By processing the data close to the sensors that produce it, network latency times are avoided, in-responsiveness and safety rise up. Problems to solve How can [...]

Real Estate Valuation

Real estate valuation is at the core of buying and selling properties. Getting the right price to sell a good is paramount to successfully close a deal. On the contrary, getting that initial offer number wrong can lead to either drastically undersell one’s property or simply not being able to find an acquirer. Problems to solve How can we predict the value of a house or an apartment? Which method can be used for a quick and objective [...]

Quality prediction

Quality can be seen as the outcome of a complex process implying many components. By analyzing these components (or variables) and understanding the impact of each of them in the final outcome, professionals can predict the quality of a product or service. This case study is about building a model to predict the quality of a red wine depending on several variables Problems to solve How to predict, early in the production process, the [...]

Heart diseases prediction

Medicine has always been using the latest technology to improve care quality for its patients. Today machine learning can be used to help doctors with diagnostics. Using predictive models can save precious time to doctors in heart diseases prediction. Problems to solve How to predict if a patient is likely to have heart diseases depending on known variables such as his/her age, sex, blood pressure, electrocardiographic results, max heart [...]

Marketing campaign performance prediction

Marketing departments spend millions in campaigns, and it is difficult to predict any ROI. Digital Marketing now allows experts to collect large amounts of data which can be analyzed to make actionable decisions and optimize the ROI of Marketing campaigns. This case study is about building a predictive model to identify prospects who will subscribe to a bank term deposit after a direct Marketing campaign. Problems to solve How to assess [...]

Fraud Detection

Financial fraud amounts for considerable money. Hackers and crooks around the world are always looking for new ways of committing financial fraud every day.Relying exclusively on rule-based, conventionally programmed systems for detecting financial fraud does not provide the appropriate response time. This is where Machine Learning brings a unique solution for this type of problem. Problems to solve How to detect a fraud before it’s too [...]