Agile Data Science
6 likes•1,319 views
The document presents the agenda for the Agile Data Science Tour 2015 in Niterói, highlighting the goal of promoting agile methodologies in data science projects. It includes discussions on machine learning, misconceptions about agile in data science, and the benefits of collaboration and continuous development. The speaker, Dhiana Deva, shares insights from experience and resources for further exploration in agile analytics.
Agile Data Science
- 1. @dhianadeva AGILE DATA SCIENCE Agile Tour 2015 - Niterói
- 2. AGENDA Goal: Encourage you to be agile using data science on your project. ● About me ● Machine Learning ● Similarities ● Misconceptions ● Non-agile Stories ● Agile meets Data Science ● Brighter Days
- 3. ABOUT ME Electronics Engineering, Software Development and Data Science… Why not?
- 4. DHIANA DEVA
- 5. NEURALTB
- 6. CERN
- 7. NEURALRINGER
- 8. DJBRAZIL
- 10. HIGGS CHALLENGE
- 11. HIGGS CHALLENGE
- 12. MACHINE LEARNING It's all about learning!
- 14. REGRESSION ? 8 15 7 1 11 13 6 3
- 15. CLUSTERING
- 17. SIMILARITIES We're born to be <3
- 18. LEARNING
- 19. NEURAL NETWORKS
- 21. OCCAM'S RAZOR Among competing hypotheses, the one with the fewest assumptions should be selected.
- 22. NON-AGILE STORIES Wish I knew Martin Fowler back then!
- 23. MEMORY LEAK AT CERN
- 24. CODE AT CERN
- 25. DJBRAZIL?
- 26. MISCONCEPTIONS Agile is not for data science...
- 28. IT TAKES TOO LONG
- 29. ONLY FOR PHDs
- 30. SILOS
- 31. VANITY METRICS
- 32. HIPPO
- 33. AGILE MEETS DATA SCIENCE Agile and data science: a match made in heaven!
- 34. COLLABORATION
- 41. AGILE ANALYTICS
- 42. BRIGHTER DAYS We're living it!
- 47. ANALYTICS TOOLS
- 49. WANT MORE?