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ds-methodologies-exercises

Data science methodologies exercises.

ednalyn-site

An online resumé website with few side projects on the side using different subdomains.

exitproperly

A simple, hassle-free way to take care of your loved ones when you die.

exploring-trankit

Exploration of trankit, "A Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing"

flask-heroku-sample

flip-table

gram-schmidt

Function of the Gram-Schmidt process; takes a list of vectors and forms an orthonormal basis from the set.

gsdmm-short-text-topic-modeling

Topic modeling implementation of GSDMM for short text.

gsdmm-topic-modeling

An alternative to vanilla LDA.

hands-on-intro-semantic-kernel

Hands-on introduction to Microsoft's Semantic Kernel.

hangman-tweets

A hangman game using tweets from San Antonio as the source.

hello-flask

flask and bootstrap

instacart-2018

Experiments with the instacart dataset released in 2018.

into-heart-of-darkness

Exploring the Trump Twitter Archive with Python.

jd-summarizer

Playing with LangChain and Streamlit.

jp-inpos-tsf

Inspired by JP's time-series forecasting project on Azure Machine Learning Studio's AutoML.

keras-neural-network

My first neural network with Keras!

kiva-loans-nlp

Running NLP engine on the Kiva loans dataset to extract n-grams, named-entities, and topics.

knowledge-graphs

Playing around with knowledge graphs for natural language processing.

langchain-textract-bedrock

How to Use Amazon Textract, Amazon Bedrock, and LangChain to Process Documents Natural language processing on steroids.

lesson-plan-maker

Creates a lesson plan maker according to TEKS with differentiated worksheets for different student accommodations.

lesson-planning-search

A simple search application to assist teachers and other educators in lesson planning.

linear-logistic-regression

Using the machine learning techniques of linear regression and logistic regression to build predictive models using game-level data from baseball.

linux-files

Linux configuration files et cetera.

mac-files

Mac configuration files et cetera.

mba-uci

Market basket analysis of the UCI dataset

mnist-classification

A study on classification systems.

mnist-digit-recognizer

CNN digit recognizer implemented in Keras Notebook, Kaggle/MNIST (0.995)

model_deployment

A small exercise in deploying a model (data product).

multitasker-timer-app