0:00-1:58:37
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- James Morse: Software Engineer at Cisco
- System Administrator to DevOps
- Difference between DevOps and MLOps
- Getting Started with DevOps
- Luke Marsden: CEO of Helix ML
- How to start a business at 15 years old
- BTRFS vs ZFS
- MLOps: the intersection of software, DevOps and AI
- Fine-tuning AI on the Cloud
- Some advice for folks interested in ML Ops
- Yuval Fernbach: CTO MLOps & JFrog
- Starting Qwak
- Going from a jupyter notebook to production
- ML Supply Chain
- Getting started in Machine Learning
- Stephen Chin: VP of DevRel at Neo4J
- Developer Relations: The Job
- What is a Large Language Model?
- Knowledge graphs and the Linkage Model
- How to Use Graph databases in Enterprise
- How to get into ML Ops
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- 0:00DevOps & MLOPS
- 1:15How a DevOps Engineer at Cisco Works
- 3:36System Administrator: I transitioned to DevOps
- 15:03Intro to DevSecOps and Security
- 16:30What is ML Ops vs DevOps?
- 19:25DevOps Training Advice for New People
- 22:58James Gunn on DevOps Training
- 23:50Interview
- 24:57How to start a business at 15 years old
- 27:54Building a Docker Storage Cluster with $15 Million in VC Money
- 35:46ZFS vs Bitrot FS
- 38:04MLOps vs DevOps: What's the Difference?
- 46:39GPU vs CPU in training neural networks
- 47:46Fine-tuning Haskell ML on a Cloud
- 56:07Docker for OpenAI: Very cool
- 57:14Want to get into MLOPS?
- 59:42Machine Learning Operations
- 1:00:31Meet JFrog's CTO and cofounder
- 1:01:56How AWS Went From Small to Big
- 1:06:18Having Started a Startup, Going From Big to Small
- 1:08:15KWAK's ML Productivity
- 1:15:16Jupyter notebook vs. production code in Mathematica
- 1:20:19Software Supply Chain vs. AI
- 1:23:22Machine Learning Entrance
- 1:25:00How to Build a Knowledge Graph in the DevOps Pipeline
- 1:31:55Developer Relations: The Job
- 1:32:31What is a Developer Advocate?
- 1:36:08What is a Large Language Model (LLM)?
- 1:42:17What are LLMs Not Good at?
- 1:46:14Graph Rag
- 1:53:48MLO: The Need for DevOps Skills