Deep Learning Using Tensorflow And Cloud AI

This course is the third course in “Machine Learning and AI” learning path. It has been designed and developed for providing exposure to participants in Deep Learning, Tensorflow, Keras and Cloud AI using Google Cloud. Below points provide high-level overview about the course –

• Understand the role of Deep Learning, Tensorflow and Cloud AI 
• Gain hands-on experience with Google Auto ML
• Provides hands-on experience in Tensorflow, Keras and Google Cloud AI 
• Implement Convolutional Neural Networks
• Learn how to design, develop, optimise, deploy and monitor Neural Networks
• Build Chatbot using Amazon as well as Google Cloud Dialogflow

Curriculum:

• Holistic view
• GCP Introduction
• Interactive Data exploration using DataLab
• Cloud AI
• Machine Learning APIs
• AutoML
• Artificial Neural Network
• TensorFlow Introduction
• TensorFlow API
• Keras API
• Transfer learning
• Convolutional Neural Networks (CNN)
• Recurrent Neural Networks
• CloudML: Scalable Models on GCP
• Conversational AI
• Hands-on Exercise(s):