PinnedEdnalyn C. De DiosinData Science NerdMake sense of unstructured dataA beginner’s tutorial for automated knowledge graph construction and RAG implementation using ChatGPT and Neo4j.Jun 101Jun 101
PinnedEdnalyn C. De DiosinData Science NerdBuild a ChatBot Using Local LLMExploring RAG using Ollama, LangChain, and StreamlitJan 221Jan 221
PinnedEdnalyn C. De DiosinData Science NerdSummarize a job description with OpenAI, LangChain, and StreamlitA quick web application with code. WIP.Jan 141Jan 141
Ednalyn C. De DiosinData Science NerdFrom Dataframe to Knowledge GraphUsing networkx and matplotlibSep 8Sep 8
Ednalyn C. De DiosinData Science NerdI’m lazy, so I asked ChatGPT to teach me types of regression techniquesAn exercise in copy and paste!Sep 7Sep 7
Ednalyn C. De DiosinData Science NerdUnderstanding Simple Linear Regression in Plain EnglishImplementation in Python with scikit-learn and statsmodelSep 7Sep 7
Ednalyn C. De DiosinData Science NerdUsing Data Science to Predict Domestic ViolenceAn end-to-end data science project for passionate advocates of awareness and preventionJul 17Jul 17
Ednalyn C. De DiosinData Science NerdCreate a Network Graph in Power BI (2024 Edition)A quick start guide on building a network graph with a few clicks of the mouse.Jul 11Jul 11
Ednalyn C. De DiosinData Science NerdTopic modeling and network analysis using BERTopic and NetworkXA quick and dirty guide to uncovering themes in domestic violence studies using machine learningJun 29Jun 29
Ednalyn C. De DiosinData Science NerdElevate your NLP Game with AI (LLMs)A step-by-step tutorial on performing sentiment analysis using ChatGPTJan 17Jan 17