Restoring Data Science Operations With Realtime Analytics
Explore the Power of Real-Time Analytics in Data Science! Dive into how event streams enhance model training, the benefits of asynchronous inferencing for faster model deployment, and how real-time data drives superior insights and models. Learn cutting-edge strategies in data science!
** Presentation Content**
00:00 Intros
03:17 Power of Realtime Data Flows
09:06 Benefit 1: Reproducible Training
19:32 Benefit 2: Asynchronous Processing
30:45 Benefit 3: Reinforcement Learning
34:23 Benefit 4: Data Quality & Deduplication ("What is your database doing for you anyway?")
43:46 Conclusion & Questions