This Industry-oriented data science curriculum is designed to equip students with the skills and knowledge needed to apply data science techniques in real-world industry settings. Here are some key components we intend to discuss:
- Get started with Azure OpenAI Service
- Azure OpenAI Service enables engineers to build enterprisegrade generative AI solutions.
- Build natural language solutions with Azure OpenAI Service
- Learn how to integrate language understanding and prompt completions from Azure OpenAI into your app.
- Apply prompt engineering with Azure OpenAI Service
- In this module learn how prompt engineering can help to create and finetune prompts for natural language processing models. Prompt engineering involves designing and testing various prompts to optimize the performance of the model in generating accurate and relevant responses.
- Generate code with Azure OpenAI Service
- Learn how to use the Azure OpenAI Service to generate and improve code.
- Generate images with Azure OpenAI Service
- Use DALLE in Azure OpenAI service to generate images
For each topic, we will discuss in detail, practise with synthetically made industry data, assignments will be given and feedback will be shared. Test will be conducted. Additional help will be provided to prepare on vendor certification for example, Microsoft Data Scientist DP 100 exam.