Let's go Deep (learning)!


Details
Hi All,
We are co-hosting an Event with Stuttgart AI Meetup-Group.
Please, find the description below:
Software is eating the world as every corporation is slowly becoming a software company. The reason for this is that technology is about to become one of the key differentiators for businesses in an ever-increasing global competition.
To increase developer productivity and allow for faster deployment. Businesses need to adapt new technologies and change their approach with respect to how they are managing their data and leverage the cloud whilst maintaining flexibility and prevent the threat of vendor lock-in.
The talk is a general introduction into document databases and how they can be used to make development easier, faster and more flexible. Furthermore a simplified hands on example will be provided on how to use document databases in ML & AI using MongoDB Atlas.
In the workshop, we are going to use MongoDB Aggregation Pipelines to select a subset of data from a polymorphic dataset that is then used as a base table that will be preprocessed and used for machine learning in Python. In the training process of the model, MongoDB will be used to store the training results which makes complex training processes easier and reduces the memory consumption on the machine that runs the training whilst keeping all the information on the tested hyperparameter combinations.
Put in a nutshell, the talk is meant to bridge the gap between NoSQL and Machine Learning.
SO BRING YOUR LAPTOPS!
There is going to be an additional speaker presenting this evening.
We are looking forward to welcoming you.


Let's go Deep (learning)!