OpenAI workshop

Azure OpenAI is a powerful and innovative development that allows us to create amazing things based on your data. For example, by combining the right technology with Microsoft Fabric or Azure Synapse Analytics, we can process, generate and analyze large amounts of text data.

Azure OpenAI can be used to analyze text fields from social media posts, text fields from your customer system or written text from reports.

With Azure OpenAI you can analyze textual data, for example, for sentiment, summarize and paraphrase texts, group texts based on key "keywords," and ask questions using supported chat models such as ChatGPT. Using Azure OpenAI, unstructured texts can be effortlessly organized and structured in tabular form, making them suitable for analysis. Azure OpenAI offers limitless possibilities for processing your unstructured (textual) data.

Integrating OpenAI into organizational data platforms offers several benefits:

Enhanced Data Insights: By incorporating OpenAI's capabilities, organizations can unlock valuable insights from unstructured data sources, enriching their understanding of customer behaviors, market trends, and competitive landscapes. • Improved Decision-Making: Access to comprehensive data insights enables organizations to make informed decisions swiftly, leading to improved operational efficiency and strategic planning. • Competitive Advantage: By leveraging OpenAI, organizations can stay ahead of the competition by harnessing the power of unstructured data to drive innovation, develop new products/services, and enhance customer experiences. • Cost Efficiency: OpenAI's scalable solutions can automate tasks traditionally requiring significant human resources, leading to cost savings and improved resource allocation. • Flexibility and Adaptability: OpenAI's modular architecture allows for seamless integration into existing data platforms, ensuring compatibility with diverse systems and workflows.

In conclusion, OpenAI presents a transformative opportunity for organizations seeking to harness the potential of unstructured data. By integrating OpenAI into their data platforms, organizations can unlock valuable insights, drive innovation, and gain a competitive edge in today's data-driven world.

With this workshop, we provide a 4-hour workshop in a half-day session where participants will have the opportunity to work with GitHub, Copilot and Azure OpenAI.

The workshop consists of an explanation of the tooling and an interactive section where participants will have the opportunity to work with GitHub Copilot and Azure OpenAI. Participants will be given a demo account in InSpark's development environment in which the necessary access and licenses will be granted. Sample data (not organizational data) will be used so participants can try out all functionalities.

The workshop will cover the following topics: • Explanation of OpenAI / LLMs • Explanation of Github Copilot (and copilot products that may be launched at Ignite) • Explanation of Azure OpenAI • Interactive Using Github Copilot to work with SQL / python • Interactive Using Azure OpenAI to process text