Ayanwoye Gideon Ayandele's Projects
500 AI Machine learning Deep learning Computer vision NLP Projects with code
A Telegram bot that automates text extraction from images using OCR technology. Upload images with text, and the bot swiftly analyzes them. Seamlessly integrates with Google Sheets for easy data logging. Simplifies digitizing and organizing textual information.
This repository requires you to solve a problem by writing some basic python code.
Tech Assessment
Code used for the Comparative Analysis of Ten Machine Learning Techniques for Lung Cancer Classification paper
This repo has all the required materials of the Data science with python video series.
The project explored the capabilities of the Twitter API to automate my business promotion process. The bot is scheduled to post gig links with twitter trending topics . Particularly consumed the API to search and tweet top trending topics in the USA and the UK, alongside the link to my services and order page every 12 hours. This is helping to drive traffic to my fiverr profile and in turn converts more sales. This project should serve as a case study for other freelancers wanting to automate their gig promotion .
Ford GoBike System Data Exploration and Findings Communication: This document explores a dataset with information about individual rides made in a bike-sharing system covering the greater San Francisco Bay area in 2019
Code used for the DATA LEVEL APPROACHES FOR HANDLING CLASS IMBALANCE IN HEALTH DATASET paper
A machine learning based website which recommends the best crop to grow, fertilizers to use and the diseases caught by your crops.
KaggleX Project Showcase: Prototype End-to-end Analytics Solution on Cloud for the Nigeria Health Facility Registry (HFR)
End-to-end data engineering processes for the NIGERIA Health Facility Registry (HFR). The project leveraged Selenium, Pandas, PySpark, PostgreSQL and Airflow
Udagram: Your Own Instagram on AWS
To find factors that are important to know in order to predict if a patient will show up for their scheduled appointment
An end-to-end analytics solution; the problem reflects a real-world scenario where a Data Engineer must configure the environment and resources, integrate the data from external sources, clean it, and process it for further analysis. When the data is ready, transform it to reflect business rules and deliver knowledge in the form of insights.
Python CI/CD Workshop
Data2Bots python backend development assessment
This is a collection of some of the mini projects I had executed on fiverr as well as a repo to code samples used in my articles.
As my first project in my transitioning into data engineering. A project that involves collecting, wrangling, cleaning and analysing/visualizing companies' information listed on https://ycombinator.com/companies.
This is a reviewed notebook to the DSN AI+ OAU July 2020 challenge where I took the first position. The project demonstrate proper Exploratory Data Analysis, categorical data handling, Data visualization, feature selection and engineering, Model selection and hyperparameter tuning of various regression algorithms.
United States Bikeshare data analysis is a capstone project for a Data Science Internship program at Wejapa. This is a project that make use of Python to explore data related to bike share systems for three major cities in the United States—Chicago, New York City, and Washington. It contains code that imports the data and answers interesting questions about it by computing descriptive statistics. Also, there's a script that takes in raw input to create an interactive experience in the terminal to present these statistics.
A repository of solutions to Data Structure and Algorithm problems genuinely solved by the three contributors
The dataset I wrangled (and analysed and visualized) is the tweet archive of Twitter user @dog_rates, also known as WeRateDogs. WeRateDogs is a Twitter account that rates people's dogs with a humorous comment about the dog.
Wizeline Academy Data Engineering Bootcamp coding challenge solution where I calculated various KPIs using a car-based dataset; each question has a single answer that was evaluated through automated unit testing.
(MIS602-Data Modelling and Database Design Assignment1) Exploratory Data Analysis using SQL to answer business requirements and extract key business information about Zetel Company