Projects in Awesome Lists by AdeboyeML
A curated list of projects in awesome lists by AdeboyeML .
https://github.com/adeboyeml/uk_accident_traffic_etl_pipeline
This is a capstone project that entails building an end-to-end ETL (Extract-Transform-Load) Data pipeline which extracts UK accident and traffic datasets from Amazon S3, clean and transform with Pyspark, transfer it back to S3 and finally load to Amazon Redshift (Distributed Database), from where the data can be queried for ad-hoc analyses.
Last synced: 21 Jun 2025
https://github.com/adeboyeml/implementing-data-warehouses-on-aws-udacity
Implementation of data warehouses using Amazon Redshift
Last synced: 23 Feb 2026
https://github.com/adeboyeml/imageclef_concept_detection
The aim of this task is to automatically select medical concepts related to each image, as a first step towards generating image captions, medical reports, or to help in medical diagnosis.
cnn-multilabel-classification imageclef imageclef-2019 imageclef-concept-detection
Last synced: 17 Jul 2025
https://github.com/adeboyeml/udacity_dend_project3
This project focused on using Pyspark to extract data from Amazon S3 (Data Lake), process them into analytics tables and finally load them back into S3 as parquet files
Last synced: 13 Jun 2025
https://github.com/adeboyeml/sparkstreamingcourse
Udacity Data Streaming course
Last synced: 13 Jun 2025
https://github.com/adeboyeml/sentiment-analysis-on-amazon-cell-phone-reviews-
This project is aimed towards using different linear classifiers such as Logistic Regression, Naive Bayes, SVM to perform sentiment analysis on cell phone reviews that were bought on Amazon
Last synced: 13 Jun 2025
https://github.com/adeboyeml/sentiment-analysis-udacity-project
This end-to-end project is aimed towards creating a deep learning model using RNN that will be used to determine the sentiment of a movie review (either positive or negative), thereafter the model will be deployed to a simple web app, where a user can write his / her review and the deployed model will be able to determine whether such review is a positive or negative one.
Last synced: 13 Jun 2025
https://github.com/adeboyeml/udacity_data_engineering_nanodegree_project4
This project is focused on using Apache Airflow to automate and monitor the ETL Data pipeline process of JSON data that are extracted from Amazon S3 and transferred into Amazon Redshift (Data warehouse) where they are staged, processed and transformed into a Star Schema for further analyses.
Last synced: 13 Jun 2025
https://github.com/adeboyeml/datamodelling_using-postgresql
The aim of this project is to create a Postgres database with tables designed to optimize queries on song play analysis.
Last synced: 13 Jun 2025
https://github.com/adeboyeml/multiclass-classification-takehome-assignment
This project was geared towards performing a multiclass classification task on an imbalanced multiclass data with large amount of columns thats also needs to be reduce
Last synced: 13 Jun 2025
https://github.com/adeboyeml/dog-breed-classification-project_udacity
This project entails building a deep learning model using CNN from scratch and through transfer learning for the purpose of performing dog breed classification and further building an algorithm that incorporates this model as a tool for Dog identification.
Last synced: 13 Jun 2025
https://github.com/adeboyeml/cat-and-dog-image-classification
This project is geared towards understanding the importance of using the State-of-the-art image classification models on your own small image classification problem
Last synced: 18 Jul 2025
https://github.com/adeboyeml/uk-road-accident-traffic-analytics-with-rshiny
This is an Analytics project that give insights into UK Road accident & Traffic data using RShiny Dashboard
Last synced: 13 Jun 2025
https://github.com/adeboyeml/shopify-data-science-challenge
Winter 2022 Data Science Intern Challenge
Last synced: 12 Jul 2025
https://github.com/adeboyeml/project_plagiarism_detection
The aim of this project is to create / build a plagiarism detector that can distinguish between a plagiarized and non-plagiarized text.
Last synced: 29 Jul 2025