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From Data Science to DataOps - Tomasz Hinc

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We talked about:
00:00 DataTalks.Club intro
02:25 Tomasz’s background
06:34 What Tomasz did before DataOps (Data Science)
14:12 Why Tomasz made the transition from Data science to DataOps
18:59 What is DataOps?
20:56 How is DataOps related to infrastructure?
29:34 How Tomasz learned the skills necessary to become DataOps
35:55 Becoming comfortable with terminal
40:44 The overlap between DataOps and Data Engineering
44:23 Suitable/useful skills for DataOps
47:55 Minimal operational skills for DataOps
54:37 Similarities between DataOps and Data Science Managers
58:26 Tomasz’s interesting projects
1:02:28 Confidence in results and avoiding going too deep with edge cases
1:05:41 Conclusion
Links:
00:00 DataTalks.Club intro
02:25 Tomasz’s background
06:34 What Tomasz did before DataOps (Data Science)
14:12 Why Tomasz made the transition from Data science to DataOps
18:59 What is DataOps?
20:56 How is DataOps related to infrastructure?
29:34 How Tomasz learned the skills necessary to become DataOps
35:55 Becoming comfortable with terminal
40:44 The overlap between DataOps and Data Engineering
44:23 Suitable/useful skills for DataOps
47:55 Minimal operational skills for DataOps
54:37 Similarities between DataOps and Data Science Managers
58:26 Tomasz’s interesting projects
1:02:28 Confidence in results and avoiding going too deep with edge cases
1:05:41 Conclusion
Links:
From Data Science to DataOps - Tomasz Hinc
5 Points in 5 Minutes - Data Ops
Dataops: Delivering Agile Data Science
Evergreen AI & Data Operations by Deloitte - DataOps
Rev Virtual - DataOps, the Secret Weapon for Delivering AI, Data Science, and Business Intelligence
DataOps and the Modern Big Data Platform - Data Platforms 2017
From DevOps for data to DataOps
Big Data LDN Meetup: Implementing DataOps, notes from the front line
DataOps: Delivering Agile Data Science
Data Ops: Operationalizing Data Science - Dana Harrington and Kevin Webber
MIT CDOIQ | The Journey to #DataOps Success
Deploy Models faster with Data Science DevOps at DataOpticon 2019 London. Terry McCann
Why DataOps?
DataOps – It's Like DevOps, but for Data
DevOps for Data Science? - automate the boring stuff and leverage the OSS ecosystem
DataOps: Delivering Agile Data Science - Data Science Festival
5 Points in 5 Minutes: DataOps
Keys to DataOps Transformation
DataOps and AI
DataOps –The Foundation for Your Agile Data Architecture
Starting Your Modern DataOps Journey
What is DataOps? Why DataOps?? #dataops #devops #datascience #datascience
Serverless Data Ops: from Data to Documentation
Data Engineer's Lunch #20: DataOps vs. DevOps
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