Chengetanai Mukanhairi's repositories
SentimentAnalysisForFinancialNewsNotebook
Building the model of a financial news sentiment classifier. Financial news headlines will be classified as positive, negative or neutral (from an investor point of view)
BeatRecommenderSystemBackend
A system for music producers and rappers/singers. I was trying to implement the product recommendation feature for music uploaded by producers. I used the collaborative filtering algorithm to be able to recommend songs to users.
Bread-Basket-Express
Bread Basket Express is a e-commerce website that sells bakery products written in Python, Django. It also caters for user account creation, deletion and login. Users are able to view products and order the products they want, as well as specify the order quantity.
customer-churn-prediction
Customer churn is the loss of customers or subscribers for any reason at all. In this project I was predicting customer churn using artificial neural networks.
premier_league_goal_analysis_2022-23
Analyzing the goals scored by Premier League teams in the 2022-23 campaign.
suicide_rates_overview
This is a data analysis project where I analyze the suicide rates of certain countries provided by the dataset from 1985 to 2016.
WHO_COVID_19_Global_Data_Analysis
A data analysis project where I analyze The World Health Organization COVID 19 cases around the globe.
CustomerPersonalityAnalysis
Customer Personality Analysis involves a thorough examination of a company's optimal customer profiles. This analysis facilitates a deeper understanding of customers, enabling businesses to tailor products to meet the distinct needs, behaviors, and concerns of various customer types
Disease-Prediction
Healthcare professionals often rely on various diagnostic tests and biomarkers to assess an individual's health status and diagnose diseases. In this scenario, we have access to a dataset containing multiple health-related attributes such as cholesterol levels, blood cell counts, hormone levels, and other physiological measurements.
forever-fashion
A static website application for showing fashion products.
GENIUSLYRICSCLONE
Cloning https://genius.com/ home page using HTML & CSS.
High-School-Alcoholism-and-Academic-Performance
Student Alcoholism and Academic Performance Data Analysis
LeaveManagementSystem
FastAPI project for managing employee leave.
MakerChecker-Backend
This is the backend implementation of a maker checker in Fastapi, simulating a todo app. Users can create accounts and will be able to create or view todos depending on their permissions.
MakerChecker-Frontend
This is the frontend implementation of a maker checker app in React. Run npm start to start the application
MyUber
A Uber-like website built with django
news-job-aggregator
A web application which scraps news and job data and saves all the information in the database.
Routing-App
A React app for basic routing.
SentimentAnalysisForFinancialNews
This is a Django application for predicting whether the sentiment of a financial news headline is positive, negative or neutral (from an investor point of view)
Simple-Loan-Classification
This dataset contains various demographic and financial features that could be used to build a classification model for predicting loan approval or denial. The loan_status column serves as the target variable for the classification task.
Smokers-Health-Analysis
During this mini project I was looking for the impact of smoking on various health factors.
student-grade-prediction
Predicting a student's final grade using the linear regression model.
StudentPerformanceClassification
In this project I was classifying student's final grade using information such as student's study habits, parental involvement and extracurricular activities.
StudentPerformanceClassification---Fastapi-Backend
Fastapi application for classifying student's final grade using information such as student's study habits, parental involvement and extracurricular activities.
Upload-files-to-S3
FastAPI application demonstrating how to save uploaded user files to s3