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artificial-neural-networks-in-r

This repository contains a methodological approach of analysisng the iris data set and clasifying the species class.

bike-sharing-forecast

This repository contains an analysis and one-step ahaed forcasting of bike sharing demand in the city of New York

convolutional_neural_network_classifier

Convolutional classifier in computer vision

covid-19_global_analysis_and_prediction

In this repo, i will be analysing global confirmed cases and deaths using python.

credit-risk-analysis

This repository contains a step by step analysis of a credit dataset. A keras model is used in the predictive analytics part.

diabetes-prediction

Diabetes prediction among pregnant women using Logistic Regression and K-Nearest Neighbor algorithm.

geopandas

k-nearest-neighbor

This repository contains step by step of how the KNN algorithm is used to do classifications. The dataset used is of is also contained in the repository for ease of reference.

loan_eligibility

This repo contains a step by step analysis of loan eligibility data. It goes ahead into model training, loan eligibility prediction and model deployment. Happy coding.

mnist_image_classification

This repo contains an R file that explains step by step the process of analyzing and the MMIST data images. It also outlines in detail how one can use python in an R script.

pandas_read_html_web_scrapping

Basket Ball players data Web Scrapping notebook

portfolio

principal_component_analysis

In this Jupyter notebook, we will be performing Principal Component Analysis (PCA) using the Iris data set as an example.

real-estate-website

real estate

recommender_system_amazon_reviews

This repo contains a well explained step by step approach of how to build a recommender system. The focal point of the system is based on the Amazon e-commerce platform user/customer reviews.

resource-disparities-marsabit-county

This repository contains an analysis of the disparity of health resource and information in North-Horr subcounty, Marsabit county, Kenya

samuelwanjiru

shopit

stock-market-forecasting

Stock market forecasting using Time Series analysis (ARIMA model)

twitter_sentiment_analysis

This repo contains a step by step sentimental analysis of tweeter comments.

working-with-json-files-in-python

This repository contains a notebook that explains step by step how to work with json files in python. You will learn how to read, excecute and bypass errors that arise as a result of using json files in pandas.