AutoML

The goal of the AutoML projct itself, as mentioned before, is to automate and formalise the stages in the training of a Machine Learning algorithm.

This AutoML project however, is aiming to be one of the subsystems within a larger "AI Researcher" application.

The aim of the larger AI Researcher is to create: A self contained package/application that will allow non-technical users to be able to train and deploy custom datasets without knowledge of the underlying code.

This application will seek to automate all stages of creation and deployment of a ML model, including dataset creation, training and deployment. Some goals include:

• Machine Learning will become as simple as running an application.
• A user friendly application such that non-technical users can train/deploy ML models.
• Users will simply donwload zip files that contain .exe files that will be able to run standalone.

My hopes for the future of this project is that you, reading this blogpost, will be able to lift up where I left off, and make progress with this project.

My hope is that you can see the importance of this project and you will be able to use this blogpost to build upon my project as it is currently.