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Explore the common pitfalls and challenges in Data Science projects through this insightful conference talk from NDC Porto 2023. Discover the four major reasons for project failures: data, infrastructure, implementation, and culture. Learn from real-world case studies and personal experiences as the speaker guides you through various aspects of each failure point. Gain valuable insights on how to identify and control these "beasts" in your own projects, and walk away with actionable steps to mitigate risks and increase the likelihood of success in end-to-end Data Science initiatives. By the end of this 34-minute presentation, you'll be better equipped to recognize potential failure points, share your own experiences, and implement strategies to overcome challenges in the field of Data Science.
Syllabus
Data Science beasts (failures) and where to find them - Grishma Jena - NDC Porto 2023
Taught by
NDC Conferences