James-Muguro

AI-900-AIFundamentals

Includes labs for AI Fundamentals.

Brand_and_Market_Analysis

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.

CreditCardFraudDetection

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.

CustomerSegmentation

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

Data-Science-For-Beginners

10 Weeks, 20 Lessons, Data Science for All!

DISTRIBUTION-OF-SUPPORT-PRODUCTS-TO-PERSONS-WITH-ALBINISM-IN-KENYA

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.

Kenya_Loan_Analysis_Project

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.

peps

Python Enhancement Proposals

StockSentimentAnalysis

Utilizing Machine Learning for In-Depth Sentiment Analysis of Stocks: Aiding in Predictive Trends for Market Movements

UnemploymentTrendsEA

This repository contains datasets, code, and analyses focusing on unemployment trends in East Africa. Data is sourced from the International Labour Organization (ILO) and the World Bank. The repository aims to provide insights into unemployment dynamics in the region to support research and policymaking efforts.

James-Muguro/Brand_and_Market_Analysis

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.

James-Muguro/CreditCardFraudDetection

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.

James-Muguro/CustomerSegmentation

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

James-Muguro/digitec-financial-app

Digitec is a fintech startup dedicated to transforming the financial sector through innovative and secure technology solutions.

James-Muguro/James-Muguro

James-Muguro/Kenya_Loan_Analysis_Project

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.

James-Muguro/MajiNdogo-Water-Project

An initiative to analyze and improve water sources in Maji Ndogo, tracking visits, water quality, pollution, and progress in enhancing water infrastructure.

James-Muguro/MajiNdogo-WaterForAll

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.

James-Muguro/Medical-Cost-Prediction

This repository predicts medical insurance costs using data analysis, feature engineering, and various machine learning models. It includes hyperparameter tuning and a Flask deployment. A comprehensive solution for understanding healthcare expenses

James-Muguro/MovieRentalAnalysis

This repository contains code and data for a SQL-based movie rental database analysis. It addresses key questions, from rental counts by genre to customer payments, using SQL queries and visualizations.

James-Muguro/NairobiTrafficAnalysis

This repository hosts the Nairobi Traffic Analysis Project, a data-driven initiative aimed at understanding and addressing traffic congestion in Nairobi. It leverages ride details to guide improvements and inform decision-making processes.

James-Muguro/SmartEnergySavings

This project scrutinizes Naomi’s 2020 hourly energy data to compute savings, NPV, and IRR under scenarios factoring in both government-projected and Naomi’s anticipated electricity price hikes over a 20-year span. Explore the promise of sustainable and economically efficient energy solutions.

James-Muguro/StockSentimentAnalysis

Utilizing Machine Learning for In-Depth Sentiment Analysis of Stocks: Aiding in Predictive Trends for Market Movements

James-Muguro/StrategicSalesAnalytics

This project revolves around strategic marketing intelligence, leveraging customer segmentation, traffic channel assessment, cost optimization, and machine learning for campaign predictions. By employing advanced analytics and natural language processing, it provides a comprehensive understanding of the market landscape.

James-Muguro/UnemploymentTrendsEA

This repository contains datasets, code, and analyses focusing on unemployment trends in East Africa. Data is sourced from the International Labour Organization (ILO) and the World Bank. The repository aims to provide insights into unemployment dynamics in the region to support research and policymaking efforts.

James-Muguro/US_Grand_Electors_Analysis

An analysis of US states, their Grand Electors, and population data to determine priority states for election campaigns.

James-Muguro/Awesome-Power-BI

Awesome Power BI

James-Muguro/azure-api-management

James-Muguro/FunPythonProjects

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.

James-Muguro/genai-product-catalog

James-Muguro/generative-ai

Sample code and notebooks for Generative AI on Google Cloud

James-Muguro/house-price-prediction

Predicting house prices using Linear Regression and GBR

James-Muguro/Image-Classifier

James-Muguro/make-real-starter

Make it real

James-Muguro/Movie-Recommender-in-python

James-Muguro/PowerBI-CSharp

Welcome to the .NET developer community for Power BI. Here you will find resources for the .NET SDKs for Power BI Embedded V2.0.0

James-Muguro/PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

James-Muguro/RDataAnalysisProject

Fundamental R data analysis concepts, tools, and techniques for effective data manipulation and visualization

James-Muguro/scikit-learn.

Collection of Jupyter notebooks featuring tutorials and implementations from the Scikit-learn video series.

James-Muguro/stackql

Query, provision and operate Cloud and SaaS resources and APIs using an extensible SQL based framework