Quest 1: Intermediate ML: TensorFlow on GCP

Al Ain University
Wed, Sep 8, 2021, 8:45 PM (GMT+4)

TensorFlow is library for is an open source software library for high performance numerical computation that's great for writing models that can train and run on platforms ranging from your laptop to a fleet of servers in the Cloud to an edge device. This quest takes you beyond the basics of using predefined models and teaches you how to build, train and deploy your own on GCP.

About this event

This quest takes you beyond the basics of using prewritten models and teaches you how to build, train and deploy your model on Google Cloud Platform. TensorFlow is a Python library for fast numerical computing created and released by Google. TensorFlow makes it easy for beginners and experts to create machine learning models for desktop, mobile, web, and cloud. TensorFlow provides a collection of workflows to develop and train models using Python or JavaScript, and to easily deploy in the cloud, on-prem, in the browser, or on-device no matter what language you use. TensorFlow is easier to use with a basic understanding of machine learning principles and core concepts. Learn and apply fundamental machine learning practices to develop your skills.

Quest Outline: Machine Learning with TensorFlow, TensorFlow for Poets, Learning TensorFlow: the Hello World of Machine Learning, Predict Housing Prices with Tensorflow and AI Platform, Creating an Object Detection Application Using TensorFlow.