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Shanice

@swillcodes.bsky.social
41 followers 43 following 45 posts

Twitch: www.twitch.tv/swillcodes?sr=a

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Shanice @swillcodes.bsky.social · 16/07/2026
Tuning search parameters #LLMZoomcamp www.twitch.tv/swillcodes
twitch.tv
swillcodes - Twitch
Back learning llms: search eval #llmzoomcamp
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Shanice @swillcodes.bsky.social · 15/07/2026
Continuing learning about search evaluation #LLMZoomcamp www.twitch.tv/swillcodes
twitch.tv
swillcodes - Twitch
Back learning llms: search eval #llmzoomcamp
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Shanice @swillcodes.bsky.social · 08/07/2026
Continuing with search evals: www.twitch.tv/swillcodes #LLMZoomcamp
twitch.tv
swillcodes - Twitch
Back learning llms: search eval #llmzoomcamp
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Shanice @swillcodes.bsky.social · 07/07/2026
Back working on search eval #LLMZoomcamp www.twitch.tv/swillcodes
twitch.tv
swillcodes - Twitch
Exploring and improving my code one day at a time. Mostly data science.
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Shanice @swillcodes.bsky.social · 06/07/2026
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...
twitch.tv
swillcodes - Twitch
Back learning llms #llmzoomcamp
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Shanice @swillcodes.bsky.social · 01/07/2026
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.
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Shanice @swillcodes.bsky.social · 25/06/2026
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...
github.com
vector-search/homework/02_homework.ipynb at main · swilldd/vector-search
Contribute to swilldd/vector-search development by creating an account on GitHub.
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Shanice @swillcodes.bsky.social · 24/06/2026
Continuing with vector search today #llmzoomcamp www.twitch.tv/swillcodes
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Day 10 learning llms #llmzoomcamp
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Shanice @swillcodes.bsky.social · 23/06/2026
We live making progress in module 2, Vector search #llmzoomcamp www.twitch.tv/swillcodes
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swillcodes - Twitch
Day 9 learning llms #llmzoomcamp
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Shanice @swillcodes.bsky.social · 22/06/2026
I just published From RAG pipeline to agentic RAG — what I learned building it from scratch medium.com/p/from-rag-p...
medium.com
From RAG pipeline to agentic RAG — what I learned building it from scratch
LLM Zoomcamp Module 1: retrieval augmented generation, in-memory search, SQLite persistence, and LLM function calling in Python
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Shanice @swillcodes.bsky.social · 22/06/2026
Onto module 2 #llmzoomcamp www.twitch.tv/swillcodes?s...
twitch.tv
swillcodes - Twitch
Day 8 learning llms #llmzoomcamp
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Shanice @swillcodes.bsky.social · 17/06/2026
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...
github.com
llm-zoomcamp-2026/01-agentic-rag at main · swilldd/llm-zoomcamp-2026
Contribute to swilldd/llm-zoomcamp-2026 development by creating an account on GitHub.
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Shanice @swillcodes.bsky.social · 17/06/2026
Finishing up module 1 content today! #llmzoomcamp www.twitch.tv/swillcodes?s...
twitch.tv
swillcodes - Twitch
Day 7 learning llms #llmzoomcamp
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Shanice @swillcodes.bsky.social · 16/06/2026
Keeping this momentum going #llmzoomcamp #livenow www.twitch.tv/swillcodes?s...
twitch.tv
swillcodes - Twitch
Day 6 learning llms #llmzoomcamp
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Shanice @swillcodes.bsky.social · 15/06/2026
Back on the llm learning train #llmzoomcamp www.twitch.tv/swillcodes?s...
twitch.tv
swillcodes - Twitch
Day 5 learning llms #llmzoomcamp
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Shanice @swillcodes.bsky.social · 11/06/2026
We go again! Live now #llmzoomcamp
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Shanice @swillcodes.bsky.social · 10/06/2026
Study time! #llmzoomcamp www.twitch.tv/swillcodes
twitch.tv
swillcodes - Twitch
Exploring and improving my code one day at a time. Mostly data science.
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Shanice @swillcodes.bsky.social · 20/12/2025
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
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Shanice @swillcodes.bsky.social · 26/11/2025
Oops ... Tripped and fell into another dual boot 😅
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Shanice @swillcodes.bsky.social · 20/11/2025
Been quietly working on this, limited time with my PC out of commission for a week, but we got there. Midterm Project - containerised and deployed! Predicting Type II Diabetes in Women who with history of Gestational Diabetes. #mlzoomcamp @DataTalksClub
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Shanice @swillcodes.bsky.social · 08/11/2025
Impromptu rugby day 🙌🏾🏉
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Shanice @swillcodes.bsky.social · 05/11/2025
Another module in the books in #mlzoomcamp. This module centered on decision trees and ensemble methods such as Random Forests and XGBoost! It is so easy to over fit a decision tree!
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Shanice @swillcodes.bsky.social · 30/10/2025
Docker was key in this weeks deployment week of #mlzoomcamp Made all the more interesting my file structure choices. I faced a few challenges in this one...
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Shanice @swillcodes.bsky.social · 22/10/2025
Module 4 homework? Completed ✅ Accuracy is not all it seems 👀 So good to cement my understanding of binary classification evaluation metrics! #mlzoomcamp #DataTalksClub
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Shanice @swillcodes.bsky.social · 14/10/2025
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
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Shanice @swillcodes.bsky.social · 10/10/2025
Going back to basics in #MLzoomcamp. On module 3's agenda, churn prediction using a logistic regression model.
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Shanice @swillcodes.bsky.social · 05/03/2025
I FREAKING PASSED MY MASTERS!!!!
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Shanice @swillcodes.bsky.social · 24/01/2025
How do people go about choosing Linux distros? 👀
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Shanice @swillcodes.bsky.social · 06/01/2025
This really started in an unexpected way. We are really learning the importance of stastical.sciwnce through Harold Shipman 👀
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Shanice @swillcodes.bsky.social · 02/01/2025
First book of the new year started!
A photograph of the book "The Art of Statistics Learning from Data" by David Spiegelhalter
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Shanice @swillcodes.bsky.social · 14/12/2024
Update: We won. 😁
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Shanice @swillcodes.bsky.social · 07/12/2024
Playing with go first. Let's see how that goes 👀
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Shanice @swillcodes.bsky.social · 03/12/2024
Go or Rust?
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Shanice @swillcodes.bsky.social · 28/11/2024
Top 6 in the work Hackathon and onto the next stage...
media.tenor.com
a man with a beard is making a funny face with his eyes closed and the words `` click '' written next to him .
Alt: a man with a beard is making a funny face with his eyes closed and the words `` click '' written next to him .
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