@OWINO_VICTOR's repositories
Iris_Deployment_Trial2
Flask app to predict the Iris Species
McOwino
Config files for my GitHub profile.
Red_Wine_Prediction
Developing a predictive model to evaluate red wine quality using data science, enhancing wine industry practices. 🍷📊 #DataScience #WineQuality
Class_balancing_an_imbalanced_case_in_model_deployment
This GitHub repository focuses on improving the efficiency and accuracy of credit card fraud detection using class balancing techniques. Detecting fraudulent transactions in an imbalanced dataset can be challenging. This project addresses this issue by employing advanced methods to balance the classes effectively.
Breast_Cancer_Prediction_Analysis
The Breast Cancer Prediction project focuses on the classification of breast masses as malignant or benign. It utilizes a dataset comprising features extracted from digitized fine needle aspirate (FNA) images of breast masses. These features offer insights into cell nuclei characteristics.
Washington_House_Locaion_and_Price_Prediction
Welcome to our House Price Prediction project focused on Washington, USA. This data science project leverages advanced machine learning techniques to predict house prices in the Washington area. Our project emphasizes the use of Folium, an interactive mapping library, to visualize housing trends and predictions geospatially.
Housing_Price_Prediction_Project_1_India
House Price Prediction in India" is a data-driven project aimed at providing valuable insights and predictive models for the Indian real estate market. This repository offers a comprehensive dataset, tools, and analyses to assist users in understanding and predicting house prices in different regions of India.
Silhouette_Clustering
This project showcases the application of K-Means clustering, a popular unsupervised machine learning technique, along with the Silhouette Score metric to assess clustering quality. K-Means is widely used for data segmentation and pattern recognition, making it a valuable tool for various domains.
Passenger_Booking_Airline
The Passenger Booking Airline repository on GitHub provides a comprehensive dataset and analysis for the booking records of a passenger transport service. This dataset is a valuable resource for exploring and understanding passenger behavior, preferences, and booking patterns.
Medical_Expense_Analysis_and_Prediction
Predicting healthcare expenses using data analytics for better cost management and accessibility. 🏥💰 #DataScience #HealthcareCosts
Diamond_Pricing_Prediction
Predicting diamond prices using data science and ML to unlock pricing insights from diamond characteristics.
Room_Occupancy_Detection
Predict room occupancy using sensor data with advanced data science techniques. Enhance efficiency, comfort, and security
Customer_Churn
No company wishes to loose its customers willingly or otherrwise, and if presented with an alternative to retaining some if not all there clients they wouldwithout hesitation take it. This project attempts to create a model that can predict a client likely to churn and those viable to policies meant to diagnose the possible churn.
Cars
Diving into the exploration of the various car models and there perfomances in different environments.
Loading_Datasets
The first step of any analysis entails loading the data onto the console. As a result, being confident to work with a csv file or a xlsx file, whether locally hosted or otherwise is a step closser to a great data analyst and scientist.
Covid19_Analysis
Towards the end of 2020 and on the onset of 2021 Covid19 took the world by surprise to the extent that it disrupted the livelihood of the human race. In a journey to the past I sought to analyze the dark part of our life for it is significantly relevant if the future makes us relive a different yet similar experience.
Youtube-Analysis
Ultimately, the goal of this project is to provide insights into the types of topics, and publishing strategies that generate the most engagement on YouTube . By leveraging data analytics techniques, I hope to provide content creators in the scope of programming with actionable recommendations.
Kopa
Kopa is a Kenyan word meaning borrow. Thus this is a project that evaluates the likeliness of a customer to be lent money based on their information.