Explore the fundamental differences between batch and streaming applications in data processing. Stefan highlights how batch applications work with static datasets for analysis, while streaming applications handle continuously flowing data, emphasizing the importance of understanding what changes faster: your data or your query. This conversation sheds light on the evolving challenges and methodologies in handling big data effectively.