Tag:
🛠
(weekend projects; 11)
SearchInteracting with LLMs with Minimal Chat
Should chat be the main UX for LLMs? I don't think so and believe we can do better.
Experimenting with LLMs to Research, Reflect, and Plan
Also, shortcomings in document retrieval and how to overcome them with search & recsys techniques.
09 Apr 2023 · 14 min · llm deeplearning learning 🛠
Informal Mentors Grew into ApplyingML.com!
More than two dozen interviews with ML Practitioners sharing their stories and advice
25 Nov 2021 · 1 min · machinelearning datascience career 🛠
Beating the Baseline Recommender with Graph & NLP in Pytorch
Beating the baseline using Graph & NLP techniques on PyTorch, AUC improvement of ~21% (Part 2 of 2).
13 Jan 2020 · 17 min · recsys deeplearning nlp python 🛠
Building a Strong Baseline Recommender in PyTorch, on a Laptop
Building a baseline recsys based on data scraped off Amazon. Warning - Lots of charts! (Part 1 of 2).
06 Jan 2020 · 14 min · recsys deeplearning python 🛠
Product Categorization API Part 3: Creating an API
Or how to put machine learning models into production.
13 Feb 2017 · 8 min · machinelearning production python 🛠
Image search is now live!
A web app to find similar products based on image.
14 Jan 2017 · 4 min · deeplearning python production 🛠
Product Classification API Part 2: Data Preparation
Cleaning up text and messing with ascii (urgh!)
11 Dec 2016 · 8 min · datascience machinelearning python 🛠
Image classification API is now live!
A simple web app to classify fashion images into Amazon categories.
27 Nov 2016 · 2 min · deeplearning python production 🛠
SortMySkills is now live!
A card sorting game to discover youl passion by identifying skills you like and dislike.
Product Classification API Part 1: Data Acquisition
Parsing json and formatting product titles and categories.
11 Oct 2016 · 9 min · datascience python 🛠
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