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Unlocking Gen AI - Architectures, Technologies, and Industry Use Cases
This webinar is designed for CDOs and data leaders, solution architects, AI/ML engineers, data scientists, product managers, and industry-specific professionals in sectors such as healthcare, BFSI, retail, and manufacturing.
The session marks the beginning of your Gen AI journey, breaking down the key components of Gen AI architecture, including LLMs, vector databases, and machine learning algorithms, while exploring the technologies fuelling AI innovation. Discover how Gen AI is transforming industries, the vital role of data in overcoming AI challenges, and how Informatica’s unified platform ensures high-quality, trusted data for AI success.
By the end of the session, you will have gained a deep understanding of Gen AI architecture, key technologies, and industry use cases. Learn how to accelerate AI adoption, streamline AI integration, and explore how Informatica IDMC addresses critical data challenges. Discover the advantages of adopting Informatica as a unified platform for integration and governance, ensuring high-quality, governed data to enhance AI model performance.
Here is the agenda for this session:
- Introduction to Generative AI: Understand what Gen AI is and why it matters.
- Gen AI Architecture and Key Components: Delve into LLMs, vector databases, and ML frameworks.
- Harnessing Data: Fueling Generative AI Success While Navigating Common Data Acquisition Challenges
- Real-Time Industry Use Cases: Explore Gen AI applications across healthcare, finance, retail, and more.
- IDMC Gen AI Features:
- CDI Connectors: Pinecone
- CAI Connectors:
- Amazon Bedrock
- Azure AI
- Azure OpenAI
- OpenAI
- Google Vertex AI
- Gemini
- Ollama
- Pinecone
- Recipes
- CDI Transformations:
- Chunking
- Vector Embedding
- Machine Learning
- Q&A
Speakers:
- Anita Ayyagari, Senior Solutions Architect, CSA
- Krishnendu Chaklader, Principal Solutions Architect, CSA
- Nithin Hegde, Senior Solutions Architect, CSA