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ashishthanki

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collatz-sequence-

This sequence is a spectacular exemplar of the mystery mathematics presents.Whatever the number, it always reaches 1. No matter how big or small. Give it a go.

company-bankruptcy-prediction

Supervised Classification Project on classifying whether a company is bankrupt based on financial data. More Information located here: https://www.kaggle.com/datasets/fedesoriano/company-bankruptcy-prediction

conway-s-game-of-life

This no user input game was the foundation of many other games. Observing the patterns created from such a basic function is incredible. A link is within the Python file, if you would like to do some additional reading on the topic. I would suggest looking at what a "glider" would do when in the game.

decision_trees

Tutorials and Function which contain relevant information on Decision Trees

defaulter_project

dimensionalityreduction-and-unsupervised-learning

The following notebooks dives into the MNIST and Moons datasets to discuss Dimensionality Reduction and Unsupervised Learning.

ensemble-learning

exampleproject

This project was created for a recent job application. To demonstrate the work I am able to produce.

firstyearcode

This repository contains code from when I was at University during my first year !

gatsby-starter-minimal-blog

Typography driven, feature-rich blogging theme with minimal aesthetics. Includes tags/categories support and extensive features for code blocks such as live preview, line numbers, and line highlighting.

how-to-keep-an-idiot-busy

This was a fun piece of code to write which helped exposed me to Pyinputplus module - a very useful module if you have user inputs and don't want to write all the try's and except's. It even has an allowed regex parameter that can help filter out anything you don't want.

huggingface_exercise

it-cert-automation-practice

Google IT Automation with Python Professional Certificate - Practice files

logistic-regression-

Tutorial on Logistic Regression

macbookprotest

mlprojects

My first few Data Science projects plus notes on how to apply Machine Learning algorithms with rules of thumb for setting hyperparameter values.

practice-files-with-python

Several bits of code that I have written using Python to help Automate tasks, from helping me write emails to multiple choice quizzes.

rock-paper-scissors

Man vs Machine. My First Game on Python. Have fun.

scikit-learn

scikit-learn: machine learning in Python

subway-sandwich

Ever been to Subway and thought how do they determine the price of my sub? Well this is how, run through the Menu and see how much your sandwich costs. A very simple piece of code utilising the pyinputplus and time modules. I might jump back onto this and create some sort of UI, when I get round to learning that.

support-vector-machines

titanicdatamachinelearning

Exploring Different types of Supervised Learning Classifications within the Scikit-Learn package.

toronto_trains_subway_delay

This EDA project uses python and a series of jupyter notebooks to analyse train delays in Toronto. This data originates from https://open.toronto.ca/dataset/ttc-subway-delay-data/ website.

us-state-capitals-quizzes-

From the book Automate the Boring Stuff with Python, this project was a great introduction to what Path and creating files through Python. In the click of a button, all 35 random quizzes were generated with their associated answer sheets.