https://github.com/mmbazel/lo_genai_workshops

A speedrun, crash course into MLOps, LLMs, & Agents
https://github.com/mmbazel/lo_genai_workshops

agents genai llmops llms mlops

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A speedrun, crash course into MLOps, LLMs, & Agents

• Host: GitHub
• URL: https://github.com/mmbazel/lo_genai_workshops
• Owner: MMBazel
• Created: 2024-04-09T16:11:49.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-05-03T02:59:15.000Z (7 months ago)
• Last Synced: 2024-05-04T02:55:55.283Z (7 months ago)
• Topics: agents, genai, llmops, llms, mlops
• Language: Jupyter Notebook
• Homepage:
• Size: 5.8 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# 🐙 Lonely Octopus 🐙

Repo for slides and supplementary material's for Mikiko's talks for the Lonely Octopus 2024 bootcamp. 

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### 🦙 Mini-Workshop: Crash Course Open Source Models 🦙  - April 11th (Thursday) at 8PM PST

Description: Understanding how to build with open-source models is a requirement for being an in-demand, AI engineer. We'll learn the main ways open-source models can be used off-the-shelf, adapted or chained for modern Gen-AI applications.

* Folder: [/oss-models](https://github.com/MMBazel/LO_GenAI_Workshops/tree/main/oss-models)

  * Resources List: [/Notes.md](https://github.com/MMBazel/LO_GenAI_Workshops/blob/main/oss-models/Notes.md)

  * Slides: [/[Workshop] Crash Course_ Open-Source Models.pdf](https://github.com/MMBazel/LO_GenAI_Workshops/blob/main/oss-models/%5BWorkshop%5D%20Crash%20Course_%20Open-Source%20Models.pdf)

  * Notebooks: [/notebooks/](https://github.com/MMBazel/LO_GenAI_Workshops/tree/main/oss-models/notebooks)

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### 🧰 Talk: "MLOps: More Relevant Than Ever" 🧰 - April 25th (Thursday) at 8PM PST

Description: We'll learn the "just enough" MLOps needed for new data and ML practitioners to be useful in a company setting.

* Folder: [/mlops-talk](https://github.com/MMBazel/LO_GenAI_Workshops/tree/main/mlops-talk) 

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### 👾 Mini-Workshop: Creating New Futures With Agents 🤖 - May 2nd (Thursday) at 8PM PST

Description: Fearing the agent-takeover? Learn how to make agents work for you in this fun introduction showing the strengths (& limitations) of agents.

* Folder: [/agents](https://github.com/MMBazel/LO_GenAI_Workshops/tree/main/agents)

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## 🔗 Connect 🔗

Feel free to connect with me on the following platforms - I can't promise I'll be able to respond immediately as I'm trying to maintain a healthy balance with social media however I'll do my best to respond to messages between 9am - 4pm PST (M-F). 

* [LinkedIn: Mikiko Bazeley](https://www.linkedin.com/in/mikikobazeley/)

* [Youtube: @Miki_ML](https://www.youtube.com/@Miki_ML)

* [Twitter: @BazeleyMikiko](https://twitter.com/BazeleyMikiko)

* [Substack: Building ML Products 3.0](https://mikikobazeley.substack.com/)

* [Github: MMBazel](https://github.com/MMBazel)

* [Huggingface: mmbazel](https://huggingface.co/mmbazel)