• What you'll learn
    • Cloud Computing
    • Vertex AI
    • Auto ML
    • Conversational AI
  • Requirements
    • Knowledge of any programming language is not mandatory
    • A system with a decent internet connection
    • Dedication
  • Curriculum
  • Vertex AI
    • Understanding ML workflow
    • What is vertex AI
    • Pricing
    • Managing ML datasets with vertex AI
    • Managed dataset hands-on
    • Build & train ML model with vertex AI
    • Training a model using AutoML vertex AI
    • AutoML training & deployment
    • AutoML prediction
    • Clean up resources
    • Overview of the custom model
    • Enable API
    • Create notebook instance
    • Create container image
    • Custom ML model training with vertex AI
    • Deployment
    • Prediction
    • Image classification application overview
    • Collection of yoga pose image dataset
    • Build image classification model with vertex AI
    • Deployment & prediction
    • Vertex AI SDK
    • Vertex AI SDK code walkthrough
    • Vertex AI SDK hands-on
    • What is Hyperparameter tuning
    • Hyperparameter tuning
    • Hyperparameter tuning mechanism
    • Hyperparameter tuning hands-on
  • Conversational AI
    • Overview
    • Speech-to-Text using UI Console
    • Speech-to-text using GCloud
    • Speech-to-text using the python library
    • Different types of Speech recognition
    • Asynchronous speech recognition demo
    • Assignment Speech-text for streaming data
    • Cloud Text-to-Speech overview
    • TTS using python hands-on
    • TTS list down voices available
    • TTS basics
    • TTS SSML to audio hands-on
    • Assignment Translating text from a photo
    • Cloud Natural Language AI Overview
    • Analyze sentiment
    • Sentiment analysis in different language
    • Analyze entities in a string
    • Classify text
    • Analyzing syntax
    • Analyzing entity sentiment
    • Assignment
    • Dialogflow CX overview
    • DialogFlow CX basics
    • Dialogflow CX basics integration
    • DialogFlow ES basics
    • Dialogflow ES basics integration
    • intent matching
    • Intent/Entity creation
    • Follow-up intent
    • Fulfillment
    • Accessing parameter in fulfilment
    • Integration
    • Assignment Dialogflow
  • Introduction
  • Syllabus overview
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