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/avoid-failure
Sentiment analysis on quotes displayed on Codeup's alumni hiring portal.
ecdedios/linear-logistic-regression
Using the machine learning techniques of linear regression and logistic regression to build predictive models using game-level data from baseball.
ecdedios/ds-methodologies-exercises
Data science methodologies exercises.
ecdedios/hangman-tweets
A hangman game using tweets from San Antonio as the source.
ecdedios/python-assessment
Assessment on basic python coding.
ecdedios/ada-ds-methodologies
ecdedios/california-housing
Python project that predicts the median housing price in a district.
ecdedios/certificates
A collection of certificates I've accumulated throughout the years.
ecdedios/codeup-ds-projects
Codeup Data Science Projects, Ada Cohort.
ecdedios/database-exercises
Database exercises files for Codeup Data Science ADA cohort.
ecdedios/gram-schmidt
Function of the Gram-Schmidt process; takes a list of vectors and forms an orthonormal basis from the set.
ecdedios/keras-neural-network
My first neural network with Keras!
ecdedios/linux-files
Linux configuration files et cetera.
ecdedios/mac-files
Mac configuration files et cetera.
ecdedios/mnist-classification
A study on classification systems.
ecdedios/mysql
MySQL exercises for Codeup Data Science Career Accelerator Program. Ada cohort.
ecdedios/python-control-structures
ecdedios/python-dtov
Python exercises on data types, operators, and variables for Codeup Data Science Career Accelerator Program, Ada cohort.
ecdedios/python-exercises
ecdedios/regression-exercises
Regression exercises.
ecdedios/snippets
Random code snippets, blurbs, et cetera.
ecdedios/teddy-critic
A WordPress plugin replacement...
ecdedios/terminal-checkbook
Checkbook application on the terminal.
ecdedios/tweepy-game
Hangman clone.
ecdedios/zillow-clustering
Implementing clustering methodology on Zillow dataset.
ecdedios/ednalyn-site
An online resumé website with few side projects on the side using different subdomains.
ecdedios/mnist-digit-recognizer
CNN digit recognizer implemented in Keras Notebook, Kaggle/MNIST (0.995)
ecdedios/sandy-google-api
A code playground to practice making API calls.
ecdedios/snitch-sniffer
A repo created to setup my AIY voice kit projects on GitHub.
ecdedios/spam-detector
Just another spam classifier.