S1 - 02 | Data Science Myths and Realities with Steven Pollock
Today we explore the multifaceted challenges in data science. We talk about the mismatch between data science expectations and deliverables, the lack of user-centric design, and the insufficiency of experienced mentors for new data scientists. We talk about the problem with over-indexing on cutting-edge algorithms over practical user needs and improper reward structures.
This episode sheds light on the importance of having the right people in the room and fostering a supportive workplace culture.
00:00 Introduction to the Value of Data
00:45 Meet Steven Pollock: Entrepreneur and Data Scientist
01:03 Challenges in Data Science
02:24 Steven's Career Journey
05:05 The Role of Data Scientists
09:10 Defining Data Science and Data Products1
6:06 Management and Data Culture
23:18 Steven's Survey on Data Science
41:41 Conclusion and Final Thoughts
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