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Course Outline
Introduction to AI and Generative AI
- Foundational principles of AI and its transformative impact on technology.
- Overview of Generative AI basics and its real-world applications.
Azure OpenAI Service Deployment
- Initialization of an Azure OpenAI account.
- In-depth analysis of Azure OpenAI quotas, pricing structures, and usage policies.
Working with Azure OpenAI Studio
- Guided navigation through the Azure OpenAI Studio interface.
- Deployment and management strategies for Large Language Models (LLMs).
Integrating AI Models into Applications
- Leveraging the Playground feature for comprehensive model testing.
- Model access and deployment via Postman and Python APIs.
- Familiarization with ChatGPT and essential Prompt Engineering techniques.
Advanced AI Techniques
- Process for fine-tuning AI models to address specialized tasks.
- Image generation capabilities using DALL-E studio.
- Comprehension and deployment of text embeddings.
- Advanced Prompt Engineering methods for optimizing model interaction.
AI Model Combinations
- Creating robust applications by combining text, image, and audio models.
- Audio transcription and text generation using Whisper AI.
Securing and Optimizing AI Implementations
- Implementing robust security protocols for AI-driven chatbots.
- Utilizing content filters to ensure data integrity and safety.
Project: AI-Powered Solutions Development
- Architecting a web application that leverages Azure OpenAI models.
- Synthesizing diverse AI functionalities into a unified system.
Requirements
- A foundational understanding of cloud computing platforms.
- Proficiency in Python programming.
- No previous experience in AI is necessary to participate.
Target Audience
- AI developers seeking to expand their toolset.
- Enthusiasts interested in exploring AI technologies.
14 Hours
Testimonials (2)
the tips and recommended prompts that we can take away from this training
Lee Mei Lin - ST Engineering IHQ Pte Ltd
Course - InVideo AI: Creating Engaging Short-Form Videos
use of proper and effective prompt