James Muguro's Projects
Includes labs for AI Fundamentals.
Awesome Power BI
The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.
This project will provide a comprehensive view of the sales performance of different brands across various supermarkets. It can help inform business strategies such as pricing adjustments, inventory management improvements, or targeted marketing campaigns tailored towards specific brands, products, or supermarkets.
How to make a clean pull request on Github
This repository contains a machine learning project aimed at detecting fraudulent transactions in credit card data. It uses advanced algorithms to identify patterns and anomalies that may indicate fraud.
In this project, I have utilized survival analysis models to see how the likelihood of the customer churn changes over time and to calculate customer LTV. I have also implemented the Random Forest model to predict if a customer is going to churn and deployed a model using the flask web app.
This repository contains data analysis and customer segmentation of Kenyan banks. It aims to understand customer behaviors and patterns. Explore how Kenyan banks segment their customers using demographics, behavior, and needs. Gain data-driven strategies to target the right audiences with the most relevant products and services
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
Using gglot2, tidyr, dplyr, ggmap, choroplethr, shiny, logistic regression, clustering models and more
10 Weeks, 20 Lessons, Data Science for All!
Digitec is a fintech startup dedicated to transforming the financial sector through innovative and secure technology solutions.
In recent years, Kenya has generally been considered to be a country that is safer for persons with Albinism within the East African community, a good indicator being Isaac Mwaura who became the first Kenyan Albinism to join parliament in 2013. The government has put across measures to improve the health standards of persons with albinism following the recommendation stated in a report from a research conducted in the year 2017. As by the report, it was clearly stated that there was lack of access to healthcare, more particularly medical checkups and appropriate sunscreen to persons with albinism. The government was also using an estimated number of persons with albinism to distribute the sunscreen which was not reliable.
DP-900 ILT lab instructions
Contains files related to content and project of DSND Term 2
This repository contains five engaging Python programs designed to demonstrate various aspects of the language. Each program serves as a great starting point for Python learners. Unlock the potential of these programs to expand your Python knowledge and add excitement to your coding journey.
Sample code and notebooks for Generative AI on Google Cloud
Predicting house prices using Linear Regression and GBR
A data-driven exploration of poverty in Kenya, featuring in-depth analysis of various poverty indicators across different regions and demographics
Explore automated loan eligibility analysis in Kenya. Project covers distribution across counties, borrower demographics, temporal evolution, clustering, and machine learning predictions. Gain insights from segmentation analysis by income and age.
An initiative to analyze and improve water sources in Maji Ndogo, tracking visits, water quality, pollution, and progress in enhancing water infrastructure.
This repository delves into water accessibility challenges in Maji Ndogo, Africa, leveraging data analysis to expose disparities and patterns across rural and urban areas. Engaging Power BI reports visualize these insights, empowering decision-makers with data-driven strategies for equitable water distribution.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent