DataOps, Observability, and The Cure for Data Team Blues - Christopher Bergh скачать в хорошем качестве

DataOps, Observability, and The Cure for Data Team Blues - Christopher Bergh

Free LLM course: https://github.com/DataTalksClub/llm-... 00:00 DataTalks.Club intro 02:12 DataOps and Christopher's background 06:01 Early challenges in data management and the pre-Hadoop era 08:29 Evolution of DevOps and its influence on data practices 11:53 What is DataOps and its importance in the industry 18:46 The current state of DataOps and its evolution over the past two years 23:56 Systems thinking in DataOps and managing day one vs. day two and day three 30:55 Implementing robust systems for continuous integration and delivery in data science 34:13 Reducing waste and inefficiency through DataOps processes 39:04 Challenges in adoption and the impact of AI tools like ChatGPT 42:39 Automating deployment and using CI/CD to minimize errors 50:29 Shifting focus from development to production in DataOps 52:42 Importance and role of Kubernetes and data versioning best practices 58:15 The role of mindset and culture in reducing turnover and improving DataOps practices Join DataTalks.Club: https://datatalks.club/slack.html Our events: https://datatalks.club/events.html