Machine Learning can be defined as a technology to learn autonomously from training data. There are several areas of application of Machine Learning techniques. At Fraunhofer Portugal AICOS there are many projects, master theses and published papers which are based in these techniques. The application areas are based in time series, computer vision, natural language processing and recommender systems. If you want to know more about the evidence of the value of Machine Learning at Fraunhofer Portugal AICOS, its fullness of application areas, developed work and results achieved, have a look in the most recent white paper published by Fraunhofer Portugal AICOS.