BigDataX Presents : Google I/O Recap 2019 Singapore: AI - From Data to Device
== Description ==
As a recap of I/O '19, [BigDataX Presents : Google I/O Recap 2019 Singapore: AI - From Data to Device] aims to give BDX community an opportunity to learn and explore the latest on Machine Learning practices from data preparation/modelling to model deployments/usage on various platforms (Android, Web/PWA, IoT).
Participate in hands-on workshops that walk you through from data preparation/modelling to deployment on various platforms: Android, PWA, IoT (Raspberry Pi/Coral EdgeTPU Device). There will be shared IoT test stations where you can deploy/test your models created during the morning workshops. Some hardware that you can try out are Raspberry Pi3, accelerator devboard and Sensehat, with connected components like a webcam.
== Target audience ==
Participants should have intermediate and above level on AI/ML.
== Date & Location ==
13th July, Saturday 9:30am - 5pm
80 Pasir Panjang Rd, Level 2, Singapore[masked]
== Prerequisite ==
Bring a laptop and charger (PC, Mac or Chromebook)! The labs will run on all of the latest versions of the popular browsers. For the best experience, make sure your laptop has Firefox or Chrome installed. Don’t forget your charger.
== Schedule ==
09:30 Keynote: What's New in TensorFlow 2.0 and How to Get Started
10:00 Main Workshop Briefing
10:15 Workshop: Data Prep with tf.data
11:00 Workshop: Modelling with Tensorflow[masked]:00 Lunch
13:00 Keynote: TensorFlow Extended (TFX): Machine Learning Pipelines
13:30 Workshop: Model Deployment with IoT (Coral)
14:30 Workshop: Model Deployment with Tensowflow.js on PWA
15:30 Workshop: Model Deployment with TF Lite (Using Kotlin for Android)
== Price ==
Free! (Limited seats)