This course the fundamentals of Cloud Computing and work on a specific skillset required to build and deploy Machine Learning related applications on cloud infrastructure.
This course is divided into 5 sections:
Introduction to Cloud Computing: This section deals with the basic concepts related to cloud infrastructure. Can act as a good entry point for beginners just starting with cloud computing.
Fundamentals of Machine Learning: This section deals with the basic concepts related to Machine Learning like Neural Networks, Optimisation, Deep-Learning. Can act as a good entry point for beginners getting started with Machine Learning
Hands-on Machine Learning: We will be creating a project which can classify hand-written digits from the MNIST dataset on Google Cloud
App Engine: This section deals with various aspects of project development lifecycle. App Engine will also be used to deploy a basic Hello World application on the cloud.
Deploying a Remote Server: We will be creating a fully functional Form app using URL Handlers, Jinja templates, yaml and deploy it on the cloud.
Hope you have fun exploring the depths of Cloud Computing and Machine Learning.
Vinay Phadnis :)