List of data science portfolio projects
My Kaggle notebook (Top 6% in public leaderboard)
Dataset link: https://www.kaggle.com/c/data-science-bowl-2019/data
Notebook link: https://github.com/dmatlock96/Project-List/blob/master/2019%20Data%20Science%20Bowl/Daniel_Matlock_2019_Data_Science_Bowl.ipynb
To explore natural language processing
Dataset link: https://www.kaggle.com/yelp-dataset/yelp-dataset/kernels
Notebook link: https://github.com/dmatlock96/Project-List/blob/master/Yelp%20Dataset/Daniel_Matlock_Yelp_NLP.ipynb
To explore computer vision
Dataset link: https://www.kaggle.com/c/severstal-steel-defect-detection
Notebook link: https://github.com/dmatlock96/Project-List/blob/master/Steel%20Defect%20Detection/Daniel_Matlock_Steel_Defect_Comp_Vision.ipynb
Regression and data exploration using Apache Spark
Dataset link: https://www.kaggle.com/c/house-prices-advanced-regression-techniques
Web scrapping and information retreival
link github when finished
Audio processing and analytics
Dataset link: http://www.robots.ox.ac.uk/~vgg/data/voxceleb/vox1.html
Teach a bot to play the game snake
Dataset link: https://github.com/maurock/snake-ga
List of computer science portfolio projects
Bild a FTP client that supports secure file transfer
Example Project link: https://github.com/embeddedmz/ftpclient-cpp
Takes URL as input and returns the conent of the URL as HTML or XML
Example Project link: https://github.com/ireapps/first-web-scraper
Track how much data has been downloaded or uploaded on the internet; weekly report usage email
Example Project link: https://github.com/remusao/bandwidth-monitor
Browser-based application that allows users to procedurally generate a terrain map based on a random seed
Example Project link: https://gillesleblanc.wordpress.com/2012/10/16/creating-a-random-2d-game-world-map/
More ideas found here: https://www.codementor.io/npostolovski/40-side-project-ideas-for-software-engineers-g8xckyxef