Ayo Tosan Samuel's Projects
Standard Go Project Layout
Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms
Multiple samples showing the best practices in identity on Android.
Image Super Resolution is one of the most Intriguing and Interesting Projects in Deep Learning and It is done by an Architecture of Deep Learning called Super Resolution Convolutional Neural Networks or SRCNN. Using Image Super Resolution Technique we can convert the Low Resolution Images into High Resolution, Which can be really helpful for Domain
A machine learning algorithm written to predict severity of insurance claim
In this Data set we are Predicting the Insurance Claim by each user, Machine Learning algorithms for Regression analysis are used and Data Visualization are also performed to support Analysis.
(Python/Django) Learning Management System(LMS) with Manager, Teachers and Students, a mockup similar to Moodle.
It is important for insurance companies to estimate the risk involved while covering a future customer. Predicting the chances of insurance claim for a future customer allows the company to avoid adding potentially loss making customers. It also helps in determining appropriate monthly charges form the insured person or object. Through this project I try to build a prediction model for a car insurance company to predict the chances of loss making insurance deal based on the details of the car. A major challenge in this project is associated with the number of claims in the training data, only about 0.7% of the data has cars that have claimed insurance. Though this small claim percentage seem insignificant bu the cost requires to cover these insurance could cost the company millions of dollars. To address this challenge, I try to implement sampling techniques to increase the percentage of claim data. Language: R Repository contains: Test and Training data files, R code and a detailed project report conveying challenges in the data and approach to build a final prediction model.
Code from posts on my medium blog
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
[API v3] Simple PHP wrapper for the Mailjet API /!\ [DEPRECATED - SEE README] /!\
A MakeCode project
12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all
Insurance Claim Prediction using Machine Learning - Udacity Nanodegree Capstone Project
Software development using C#, Python, Flutter, electron Js and Visual Studio
An Exploratory Data Analysis on the National Cybersecurity Awareness Month Campaign data for October 2022
Omdena-Nigeria-Local-Chapter-2021
I have used Time Series Analysis to predict the behavior and pattern of Passengers at a bus stop, Data Visualizations include Time-Series Plots.
Chrome Extension for scraping pinterest images
Use AutoAI to detect fraud