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.
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