Programming Throwdown
Programming Throwdown
Patrick Wheeler and Jason Gauci
176: MLOps at SwampUp
1 hour 58 minutes Posted Sep 24, 2024 at 3:00 pm.
DevOps & MLOPS
How a DevOps Engineer at Cisco Works
System Administrator: I transitioned to DevOps
Intro to DevSecOps and Security
What is ML Ops vs DevOps?
DevOps Training Advice for New People
James Gunn on DevOps Training
Interview
How to start a business at 15 years old
Building a Docker Storage Cluster with $15 Million in VC Money
ZFS vs Bitrot FS
MLOps vs DevOps: What's the Difference?
GPU vs CPU in training neural networks
Fine-tuning Haskell ML on a Cloud
Docker for OpenAI: Very cool
Want to get into MLOPS?
Machine Learning Operations
Meet JFrog's CTO and cofounder
How AWS Went From Small to Big
Having Started a Startup, Going From Big to Small
KWAK's ML Productivity
Jupyter notebook vs. production code in Mathematica
Software Supply Chain vs. AI
Machine Learning Entrance
How to Build a Knowledge Graph in the DevOps Pipeline
Developer Relations: The Job
What is a Developer Advocate?
What is a Large Language Model (LLM)?
What are LLMs Not Good at?
Graph Rag
MLO: The Need for DevOps Skills
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Show notes
  • 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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