Hack Session: Automate Machine Learning Pipeline Using MLBox
Banquet Hall
The power of machine learning comes with a price. Once you have the skills, the toolkit, the hardware, and the data, there is still the complexity involved in creating and fine-tuning a machine learning model.
But if the whole point of machine learning is to automate tasks that previously required a human being, wouldn’t it be possible to automate this machine learning pipeline itself?
Automated Machine Learning has become a topic of considerable interest over the past year. It has been generating notable interest and gaining respect.
STRUCTURE OF THE HACK-SESSION
This is an 1-hour Hack-Session and includes the following modules:
- The challenges that companies face today while finding the best ML solution
- How automated machine learning is solving the above challenge?
- Overview on the existing solution: MLBox as a full automated tool & open source package
- A walkthrough of using MLBox to solve machine learning problems
Machine Learning