Machine learning has the potential to improve almost every field of our society. Anywhere where learning, optimization, and decision-making are involved, there is a chance for machine learning to improve the current state of that particular field. With more recent technologies, such as GANs, more and more fields are going to opt for machine learning.
Some of the most promising research applications can be found in the following fields:
- Drug discovery
- Healthcare
- Self-driving cars
- Translation
- Legal
- Art:
A picture modified using transfer learning using a style from Asterix
Generative methods, such as GANs, are now being explored in drug discovery, potentially making the process much cheaper than it was earlier. In healthcare, deep learning methods are now able to automate a lot of visual diagnostic tasks, for example, radiologists' tasks.
By analyzing...