What skills a Data Engineer really needs
Why data engineering has long since stolen the show from data science in terms of importance and career opportunities, but is itself subject to constant change. Data Engineer Job Profile…
Google Cloud Run – Tutorial
There are occasions when one or more serverless functions are not sufficient to represent a service. For these cases, there is Google Cloud Run on the Google Cloud Platform. Cloud…
Deep Learning for Car Damage Estimation - AI for recognition of damage costs by photos
Automated Car Damage Detection – Infographic
Automated Car Damage Detection – Infographic about how to use Deep Learning (AI) in order to speed up your insurance refund process.
How to Process Mining – Infographic
Process Mining is a method of data analysis to data-driven audit, monitor or analyze process flows. See our Infographic how it works.
Data Assessment
Nowadays, companies are not only evaluated according to their sales and profits, but also according to their data. Many organizations are far from satisfied with their data management, the business…
Merge of data from different systems using Fuzzy Matching
A fuzzy matching was used to combine the data from the two different sources. A selection of fuzzy string-matching algorithms was tested, for example Jaro-Winkler Distance, Levenshtein distance, Soundex or cosine similarity. The open-source algorithms can be very efficient and there is a selection to choose from depending on the use case.
It’s All About Data: The Training Methods of Deep Learning
Let’s say our customer needs structured, labeled images for an online tourism portal. The task for our AI model is therefore to recognize whether a picture is a bedroom, bathroom, spa area, restaurant, etc. Let’s take a look at the possible training methods.
Consistent branding with automated font recognition
How to protect the corporate identity of any company by ensuring consistent branding with automated font recognition using artificial intelligence (deep learning).