Pinned Repositories
ai-nlp-named-entity-recognition
With the help of LangChain, this project aims to demonstrate how we can use the power of LLMs like ChatGPT to perform classic NLP tasks like named-entity-recognition.
ai-nlp-sentiment-analysis
This project aims to demonstrate how we can use the power of LLMs like ChatGPT to perform classic NLP tasks like sentiment analysis.
avoid-failure
Sentiment analysis on quotes displayed on Codeup's alumni hiring portal.
jd-summarizer
Playing with LangChain and Streamlit.
knowledge-graph-rag
A beginner’s tutorial for automated knowledge graph construction and RAG implementation using OpenAI's ChatGPT and Neo4j.
langchain-textract-bedrock
How to Use Amazon Textract, Amazon Bedrock, and LangChain to Process Documents Natural language processing on steroids.
linear-logistic-regression
Using the machine learning techniques of linear regression and logistic regression to build predictive models using game-level data from baseball.
networkx-quick-start
From DataFrame to Network Graph
resume-chatbot-local-llm
Playing with RAG using Ollama, Langchain, and Streamlit. This project aims to demonstrate how a recruiter or HR personnel can benefit from a chatbot that answers questions regarding candidates.
structured-kg-rag
Building a knowledge graph-powered RAG from structured data.
ecdedios's Repositories
ecdedios/resume-chatbot-local-llm
Playing with RAG using Ollama, Langchain, and Streamlit. This project aims to demonstrate how a recruiter or HR personnel can benefit from a chatbot that answers questions regarding candidates.
ecdedios/knowledge-graph-rag
A beginner’s tutorial for automated knowledge graph construction and RAG implementation using OpenAI's ChatGPT and Neo4j.
ecdedios/ai-nlp-named-entity-recognition
With the help of LangChain, this project aims to demonstrate how we can use the power of LLMs like ChatGPT to perform classic NLP tasks like named-entity-recognition.
ecdedios/hands-on-intro-semantic-kernel
Hands-on introduction to Microsoft's Semantic Kernel.
ecdedios/code-snippets
A simple repo to hold all my favorite code snippets and templates for quick reference.
ecdedios/domestic-violence-research
Integrative review of harnessing machine learning in tackling domestic violence.
ecdedios/langchain-textract-bedrock
How to Use Amazon Textract, Amazon Bedrock, and LangChain to Process Documents Natural language processing on steroids.
ecdedios/ai-nlp-sentiment-analysis
This project aims to demonstrate how we can use the power of LLMs like ChatGPT to perform classic NLP tasks like sentiment analysis.
ecdedios/jd-summarizer
Playing with LangChain and Streamlit.
ecdedios/lesson-plan-maker
Creates a lesson plan maker according to TEKS with differentiated worksheets for different student accommodations.
ecdedios/ot-reviewer
Creates a multiple choice questionnaire about the Texas Occupational Therapy Practice Act.
ecdedios/rag-langchain-aws
Builds a simple RAG chatbot that will answer questions regarding my resume.
ecdedios/structured-kg-rag
Building a knowledge graph-powered RAG from structured data.
ecdedios/amazon-shopping-reviews
Exploratory data analysis of the Amazon app reviews
ecdedios/d213-advanced-data-analytics
Western Governors University
ecdedios/d214-online-news-popularity
Western Governors University
ecdedios/data-wrangling-practice
Cleansing of various datasets for data analysis and machine learning.
ecdedios/dataframe-knowledge-graph
Visualize the relationships of biblical figures in a knowledge graph using networkx.
ecdedios/ednalyndedios
Dd's streamlit playground.
ecdedios/ednalyndedios1
Streamlit playground.
ecdedios/instructors-and-courses
Exploring the free Udemy API to see trends, extract entities, do topic modeling, perhaps do a knowledge graph, et cetera.
ecdedios/labor-optimization-tool
Power BI dashboard comparing actual demand versus labor allocation.
ecdedios/legal-case-law
Enhancing Legal Research and Prediction through AI-powered Case Law Analysis
ecdedios/network-graph-power-bi
Using ZoomCharts' Drill Down Graph Pro as a Power BI visual.
ecdedios/openai-python-sdk-beta
Taking the sdk for a spin.
ecdedios/playground-api
A simple api sandbox.
ecdedios/san-antonio-bike-facilities-eda
Exploratory data analysis of the bike facilities dataset from the San Antonio open data.
ecdedios/source-control-test
ecdedios/texas-public-schools-dash
Power BI dashboard examining financial, ethnic, and performance data of the Texas Public School system.
ecdedios/texas-public-schools-effectiveness
An exploratory data analysis of financial (PEIMS) and performance data (STAAR). Study with a focus on diversity.