Pinned Repositories
Airline-Customer-Satisfaction
This a supervised machine learning project to predict customer satisfaction based on factors like Gender, Customer Type, Age, Type of travel, Class, Flight distance, Cleanliness, Departure and Arrival Delay, etc
Bank-Cheque-Processing-System
Book-Recommendation-System
This is a book recommendation system using collaborative filtering based on the cosine similarity between user ratings using 'NearestNeighbors' algorithm
Customer-ID-Verification-System
Cyclistic-Bike-sharing
This is a Google Data Analytics capstone project that answers the question "How do annual members and casual riders use Cycistic bikes differently?" This is one of three questions that will guide a marketing strategy to increase the number of riders with memberships.
House-Pricing-Prediction
License-Plate-Detection-and-Blurring
Livestock-Guarding-System
Real-time-Gender-Recognition
Telecom-Customer-Churn-Prediction
This is a supervised machine learning project using telecom customer data to predict customers that would churn based on customer Age Group, Relationship Status, Subscribed Services, Charges, and Financial Responsibilities, etc.
SilasPenda's Repositories
SilasPenda/Real-time-Gender-Recognition
SilasPenda/Bank-Cheque-Processing-System
SilasPenda/Customer-ID-Verification-System
SilasPenda/House-Pricing-Prediction
SilasPenda/Livestock-Guarding-System
SilasPenda/Telecom-Customer-Churn-Prediction
This is a supervised machine learning project using telecom customer data to predict customers that would churn based on customer Age Group, Relationship Status, Subscribed Services, Charges, and Financial Responsibilities, etc.
SilasPenda/Airline-Customer-Satisfaction
This a supervised machine learning project to predict customer satisfaction based on factors like Gender, Customer Type, Age, Type of travel, Class, Flight distance, Cleanliness, Departure and Arrival Delay, etc
SilasPenda/Book-Recommendation-System
This is a book recommendation system using collaborative filtering based on the cosine similarity between user ratings using 'NearestNeighbors' algorithm
SilasPenda/Cyclistic-Bike-sharing
This is a Google Data Analytics capstone project that answers the question "How do annual members and casual riders use Cycistic bikes differently?" This is one of three questions that will guide a marketing strategy to increase the number of riders with memberships.
SilasPenda/License-Plate-Detection-and-Blurring
SilasPenda/Loan-Risk-Flag-Prediciton
This is a supervised machine learning project using loan customer data to predict customer risk flag based on their Income, Age, Marital Status, Profession, Financial Responsibilities, etc
SilasPenda/Market-Basket-Analysis
This is an analysis using an online store data to gain insights on items frequently purchased together and be able to recommend products to customers. also predict the probability of a customer purchasing an item if her buys a certain item.
SilasPenda/MiDas-Depth-Map
SilasPenda/Nigerian-Food-Classification
This is an image classification project to classify Nigerian food to be either 'Yam', 'Egusi', 'Oha Soup', 'Afang Soup', 'Bread', 'Rice and Stew', 'Moi Moi', or 'Akara'. I created a streamlit web app to test the model. After the prediction, there is a link to a webpage where you can see recipes to make the predicted food.
SilasPenda/Pyinstaller-OpenVINO-Norfair-Object-Detection-Tracking
SilasPenda/RAG_App_AWS_Bedrock_Langchain
SilasPenda/Retina-Face-Detection-and-Blurring
SilasPenda/Sales-Analysis
This is a sales analysis of an online retail store to identify trends that will guide decision making to improve customer satisfaction which will increase sales
SilasPenda/Sapen19
Config files for my GitHub profile.
SilasPenda/Segment_Anything_Model_OpenVINO
SilasPenda/Sports-Images-Classification
This is an image classification project to classify sports images to be one of 100 trained sports classes. I created a streamlit web app to test the model.
SilasPenda/SQL-Q-and-A-Using-Langchain-HuggingFace-and-Google-PaLM
SilasPenda/Zero-Shot-Image-Classification
Zero shot image classification