kinyanjjui
Hi. I am somewhere in between a budding and vastly experienced data scientist. Well versed in Python and Cloud solutions.
Nairobi, Kenya.
Pinned Repositories
AirQualityForecasting
Predicting Air Quality Using PM2.5 readings from stations
BlazingText_SentimentAnalysis
We will predict the helpfulness of Amazon reviews using BlazingText.
BreastTumorMRI_Classification
Creating a neural network classifier to detect breast tumors using MRI images from the Duke Breast Cancer Dataset with Pytorch.
Ethereum-Price-Prediction
Using Python and Prophet library to predict the closing price of ethereum, given historical data
HousingValuePrediction
Carrying out a predictive model for housing prices.
imdbSentiment_xgbSageMaker
Using Amazon's SageMaker service to construct a random tree model to predict the sentiment of a movie review from the IMDB movie dataset. I will be implementing the XGBoost package provided by Amazon as is, with only minor modifications to its hyperparameters.
kinyanjjui
Config files for my GitHub profile.
Network-Analysis-Outlander-Series
This project analyses all the characters of the Outlander book series by Diana Gabaldon using named entity recognition. It subsequently creates a network graph of the major characters.
RESTfulAPIs_wFlask
Developing a RESTful API using Flask and Python
SubsetAnomaly_Detection
Carrying out anomaly detection in subsets that influenced the predictive bias in an unbiased classification model.
kinyanjjui's Repositories
kinyanjjui/BreastTumorMRI_Classification
Creating a neural network classifier to detect breast tumors using MRI images from the Duke Breast Cancer Dataset with Pytorch.
kinyanjjui/imdbSentiment_xgbSageMaker
Using Amazon's SageMaker service to construct a random tree model to predict the sentiment of a movie review from the IMDB movie dataset. I will be implementing the XGBoost package provided by Amazon as is, with only minor modifications to its hyperparameters.
kinyanjjui/AirQualityForecasting
Predicting Air Quality Using PM2.5 readings from stations
kinyanjjui/BlazingText_SentimentAnalysis
We will predict the helpfulness of Amazon reviews using BlazingText.
kinyanjjui/Ethereum-Price-Prediction
Using Python and Prophet library to predict the closing price of ethereum, given historical data
kinyanjjui/HousingValuePrediction
Carrying out a predictive model for housing prices.
kinyanjjui/kinyanjjui
Config files for my GitHub profile.
kinyanjjui/Network-Analysis-Outlander-Series
This project analyses all the characters of the Outlander book series by Diana Gabaldon using named entity recognition. It subsequently creates a network graph of the major characters.
kinyanjjui/RESTfulAPIs_wFlask
Developing a RESTful API using Flask and Python
kinyanjjui/SubsetAnomaly_Detection
Carrying out anomaly detection in subsets that influenced the predictive bias in an unbiased classification model.