AI & ML Cloud Deployment For Beginners
Course Details
Course Curriculum & Description
Master the fundamentals of deploying Artificial Intelligence and Machine Learning applications on Microsoft Azure. This practical course introduces cloud-based AI services and teaches beginners how to build, deploy, and manage AI workloads using Azure's ecosystem.
Throughout the course, you'll explore Azure Machine Learning, Computer Vision, OCR, Natural Language Processing (NLP), Speech-to-Text, Conversational AI, and real-world deployment workflows. You'll gain hands-on experience with Microsoft's cloud AI services while learning best practices for scalable AI application deployment.
Whether you're a student, developer, cloud engineer, or AI enthusiast, this course provides a strong foundation in deploying modern AI solutions using Azure.
Course Curriculum
Section 1: Course Introduction
- Azure AI overview
- Cloud AI fundamentals
- Setting up Azure environment
Section 2: Machine Learning Workload on Azure – Part 1
- Azure Machine Learning basics
- Creating ML resources
- Model deployment
Section 3: Machine Learning Workload on Azure – Part 2
- Training models
- Managing experiments
- Model optimization
Section 4: Deep Learning Workload on Azure
- Deep learning services
- Neural network deployment
- AI workflows
Section 5: Computer Vision
- Image recognition
- Object detection
- Vision AI APIs
Section 6: Image Analysis, Face Recognition & OCR
- OCR implementation
- Face detection
- Image analysis APIs
Section 7: Natural Language Processing
- Text analytics
- Sentiment analysis
- Language understanding
Section 8: Translate Text & Speech
- Translation APIs
- Speech-to-text
- Text-to-speech
Section 9: Conversational AI
- Chatbots
- Azure Bot Services
- AI assistants
Requirements
- Basic computer knowledge
- Internet connection
- Microsoft Azure account (recommended)
- No prior Azure experience required
- Basic understanding of programming is helpful but not mandatory
What You Will Learn
- After completing this course
- you'll be able to:
- Deploy AI applications on Azure
- Build Machine Learning workflows
- Use Azure AI services effectively
- Implement Computer Vision solutions
- Create OCR-based applications
- Build NLP-powered systems
- Deploy speech recognition solutions
- Develop conversational AI bots
- Understand cloud AI architecture
- Launch production-ready AI services
Course Highlights
Beginner Friendly
Microsoft Azure
AI Deployment
Machine Learning
Deep Learning
Computer Vision
OCR
NLP
Speech AI
Conversational AI
Cloud Computing
Certificate of Completion
Lifetime Access