Fun and Games with Python
Dice Rolling Simulator
This simple dice app allows users to decide the number of sides on the die.
Guess the Number Game
Encourages users to guess a random number that has been generated by the game.
Mad Libs Generator
Users can create a fun story based on text inputs.
Text Based Adventure Game
This game allows users to make choices that affect their game ending.
Data Management, Manipulation & Modelling in Python
Earthquake Data Visualisations
This project involved analysing an earthquake dataset to explore different types of data visualisation with matplotlib and pandas.
JFK Flight Delay Analysis with Linear Regression
This project compared linear regression and non-linear models to predict the runway time of flights.
| TAIL_NUM | DEST | DEP_DELAY | CRS_ELAPSED_TIME | TAXI_OUT |
|---|---|---|---|---|
| N828JB | CHS | -1 | 124 | 14 |
| N992JB | LAX | -7 | 371 | 15 |
| N959JB | FLL | 40 | 181 | 22 |
| N999JQ | MCO | -2 | 168 | 12 |
| N880DN | ATL | -4 | 139 | 13 |
Machine Learning in Python
Titanic Survival Analysis with Logistic Regression
This project made use of the logistic regression model to identify which passengers were more likely to have survived on the Titanic. Hey! Before you roll your eyes, you know it was either this or the iris dataset 😂 everybody’s gotta start somewhere!
Heart Disease Classification with Neural Networks
This project aimed to create a classification model that could accurately predict whether or not a patient will develop heart disease based on their recorded health metrics.
Fake News Prediction with Supervised Machine Learning
This project uses supervised machine learning model to classify social media posts as real or fake news.
| author | published | title |
|---|---|---|
| Barracuda Brigade | 2016-10-26T21:41:00.000+03:00 | muslims busted they stole millions in govt ben… |
| reasoning with facts | 2016-10-29T08:47:11.259+03:00 | re why did attorney general loretta lynch plea.. |
| Barracuda Brigade | 2016-10-31T01:41:49.479+02:00 | breaking weiner cooperating with fbi on hillar… |
| Fed Up | 2016-11-01T05:22:00.000+02:00 | pin drop speech by father of daughter kidnappe… |
| Fed Up | 2016-11-01T21:56:00.000+02:00 | fantastic trumps point plan to reform healthc… |
Charity Geolocation Analysis with Unsupervised Machine Learning
The aim of this project was to help an international humanitarian NGO identify the groups of countries where charitable aid was needed most in order to combat global poverty.
