PinnedLily Hughes-RobinsoninTowards Data ScienceLearning Transformers Code First Part 2 — GPT Up Close and PersonalDigging into Generative Pre-Trained Transformers via nanoGPT·13 min read·Jul 13, 2023--4--4
PinnedLily Hughes-RobinsoninTowards Data ScienceLearning Transformers Code First Part 1Part 1 of a new series where I endeavor to learn transformers code first using nanoGPT·8 min read·Jul 7, 2023--3--3
Lily Hughes-RobinsoninBetter ProgrammingThings to Consider Before Building an AI-Based Application·8 min read·Aug 10, 2023--2--2
Lily Hughes-RobinsonOut of Exile: My Journey Back to Data Science Through LLMsWriting about LLMs paved my way back to regularly practicing data science·6 min read·Jul 27, 2023----
Lily Hughes-RobinsoninBetter ProgrammingYour Personal Copy Editor: Build a LLM-backed App Using LangChain.js and ElectronTurning my idea into a product·7 min read·Jul 19, 2023--6--6
Lily Hughes-RobinsoninTowards Data ScienceAdapting Existing LLM Projects to use LangChainRefactoring OpenAI calls into something more powerful with LangChain·6 min read·Jul 1, 2023----
Lily Hughes-RobinsoninBetter ProgrammingAdventureGPT: Using LLM Backed Agents to Play Text-Based Adventure Games·6 min read·Jul 14, 2023--3--3
Lily Hughes-RobinsoninTowards Data ScienceHow to Start An NLP ProjectConsiderations and basic exploratory data analysis for your NLP data set·5 min read·Jun 5, 2020----
Lily Hughes-RobinsoninTowards Data ScienceThe Data Scientist’s ApprenticeEarly Thoughts on Transitioning from Software Engineering to Data Science·5 min read·May 22, 2020--2--2