Designing Azure Data Science and AI Projects
Explore a comprehensive workshop-style session on designing and implementing Azure Data Science and AI projects. Learn the end-to-end process of creating a data science project, from initial design to final deployment, using a team-based approach and leveraging the latest Azure technologies. Follow along with a practical example project, completed within the 2-hour timeframe, and gain access to full project materials and instructions on GitHub. Dive into key concepts such as CRISP-DM (Cross Industry Standard Process for Data Mining) and Microsoft's Team Data Science Process (TDSP), understanding their six phases and how they guide the data science lifecycle. Master essential steps including business understanding, data preparation, modeling, evaluation, and deployment, while learning to effectively plan, organize, and implement data science initiatives for improved team collaboration and successful project outcomes.