bigdatasg/ai_from_data_to_device

BigDataX Hands-on Workshop on end to end Machine Learning Engineering

BigDataX: AI from Data to Device Hands on Labs

BigDataX Hands-on Workshop on end to end Machine Learning Engineering. This workshop 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).

Modules

Module 1: Data Prep with tf.data

Duration: 60 minutes

Data Prep with tf.data

Module 2: Modeling with Tensorflow 2.0

Duration: 60 minutes

Modeling with Tensorflow 2.0

Module 3: Model Deployment with IoT

Duration: 60 minutes

Model Deployment with IoT

Module 4: Model Deployment with Tensowflow.js on PWA

Duration: 60 minutes

Model Deployment with Tensowflow.js on PWA

Module 5: Model Deployment with TF Lite (Using Kotlin for Android)

Duration: 60 minutes

Model Deployment with TF Lite (Using Kotlin for Android)