- Fundamentals of Artificial Intelligence (AI) and Cloud
Introduction to AI and Its Application Overview of Cloud Computing and Its Benefits Benefits and Challenges of AI-Cloud Integration
- Introduction to Artificial Intelligence
Basic Concepts and Principles of AI Machine Learning and Its Applications Overview of Common AI Algorithms Introduction to Python Programming for AI
- Fundamentals of Cloud Computing
Cloud Service Models Cloud Deployment Models Key Cloud Providers and Offerings (AWS, Azure, Google Cloud)
- AI Services in the Cloud
Integration of AI Services in Cloud Platform Working with Pre-built Machine Learning Models Introduction to Cloud-based AI tools
- AI Model Development in the Cloud
Building and Training Machine Learning Models Model Optimization and Evaluation Collaborative AI Development in a Cloud Environment
- Cloud Infrastructure for AI
Setting Up and Configuring Cloud Resources Scalability and Performance Considerations Data Storage and Management in the Cloud
- Deployment and Integration
Strategies for Deploying AI Models in the Cloud Integration of AI Solutions with Existing Cloud-Based Applications API Usage and Considerations
- Future Trends in AI+ Cloud Integration
Introduction to Future Trends AI Trends Impacting Cloud Integration
- Capstone Project
Exercise 1: Diabetes Prediction Using Machine Learning Exercise 2: Building & Deploying an Image Classification Web App with GCP AutoML Vision Edge, Tensorflow.js & GCP App Engine Exercise 3: How to deploy your own ML model to GCP in 5 simple steps. Exercise 4: Google Cloud Platform Custom Model Upload, REST API Inference and Model Version Monitoring Exercise 5: Deploy Machine Learning Model in Google Cloud Platform Using Flask
- Fundamentals of Artificial Intelligence (AI) and Cloud
Introduction to AI and Its Application Overview of Cloud Computing and Its Benefits Benefits and Challenges of AI-Cloud Integration
- Introduction to Artificial Intelligence
Basic Concepts and Principles of AI Machine Learning and Its Applications Overview of Common AI Algorithms Introduction to Python Programming for AI
- Fundamentals of Cloud Computing
Cloud Service Models Cloud Deployment Models Key Cloud Providers and Offerings (AWS, REST API Inference and Model Version Monitoring Exercise 5: Deploy Machine Learning Model in Google Cloud Platform Using Flask
, Optional Module: AI Agents for Cloud Computing, Fundamentals of Artificial Intelligence (AI) and Cloud, Introduction to Artificial Intelligence, Fundamentals of Cloud Computing, AI Services in the Cloud, AI Model Development in the Cloud, Cloud Infrastructure for AI, Deployment and Integration, Future Trends in AI+ Cloud Integration, Capstone Project