Shanice

I just published From RAG pipeline to agentic RAG — what I learned building it from scratch medium.com/p/from-rag-p...

Tuning search parameters #LLMZoomcamp www.twitch.tv/swillcodes

Continuing learning about search evaluation #LLMZoomcamp www.twitch.tv/swillcodes

Continuing with search evals: www.twitch.tv/swillcodes #LLMZoomcamp

Back working on search eval #LLMZoomcamp www.twitch.tv/swillcodes

Later than usual, but back with the llm zoomcamp stream! We are diving into model evals Watch swillcodes with me on Twitch! www.twitch.tv/swillcodes?s...

No streams so far this week while I work through module 3. There is far to many keys that I don't want to risk sharing 😅 Should be done tomorrow, so maybe Friday. Will post here when confirmed.

Module 2 of LLM Zoomcamp done! - Vector search from scratch with numpy - Embeddings with a lightweight ONNX model - Keyword vs vector, and hybrid search with RRF My solution: github.com/swilldd/vect... Free course by @Al_Grigor & @DataTalksClub: github.com/DataTalksClu...

Continuing with vector search today #llmzoomcamp www.twitch.tv/swillcodes

We live making progress in module 2, Vector search #llmzoomcamp www.twitch.tv/swillcodes

Onto module 2 #llmzoomcamp www.twitch.tv/swillcodes?s...

Module 1 of #LLMZoomcamp in the books! - RAG from scratch in plain Python - Search with minsearch - Chunking - Agents & function calling - TinyAIKit framework implemented My solution: github.com/swilldd/llm-... Free course by @Al_Grigor & @DataTalksClub: github.com/DataTalksClu...

Finishing up module 1 content today! #llmzoomcamp www.twitch.tv/swillcodes?s...

Keeping this momentum going #llmzoomcamp #livenow www.twitch.tv/swillcodes?s...

Back on the llm learning train #llmzoomcamp www.twitch.tv/swillcodes?s...

We go again! Live now #llmzoomcamp

Study time! #llmzoomcamp www.twitch.tv/swillcodes

Another module in the books! This time experimenting with serverless deployment using AWS Lambda. Scikit-learn, Keras and Pytorch models, all implemented with Lambda functions, pushed as container images to AWS ECR, and created within AWS Lambda #MLzoomcamp

Oops ... Tripped and fell into another dual boot 😅

Impromptu rugby day 🙌🏾🏉

Module 4 homework? Completed ✅ Accuracy is not all it seems 👀 So good to cement my understanding of binary classification evaluation metrics! #mlzoomcamp #DataTalksClub

Another homework in the books! #mlzoomcamp has got me in curiosity mode. I've tried to consciously question the choices we make when selecting models or metrics for examining feature importance. Looking forward to carrying this into model evaluation week! #machinelearning #DataTalksClub

Going back to basics in #MLzoomcamp. On module 3's agenda, churn prediction using a logistic regression model.

I FREAKING PASSED MY MASTERS!!!!

How do people go about choosing Linux distros? 👀

This really started in an unexpected way. We are really learning the importance of stastical.sciwnce through Harold Shipman 👀

First book of the new year started!

Update: We won. 😁

Playing with go first. Let's see how that goes 👀

Go or Rust?

Top 6 in the work Hackathon and onto the next stage...