CS-Projects

This repository contains all of the projects I have completed to learn more about the areas of web development, data analysis, machine learning, scientific computing and ethical hacking.

I learnt the basics of web development from Angela Yu's Udemy course and a bit of mobile app development using React Native from The Net Ninja's YouTube channel.

I learnt the basics of ethical hacking from Heath Adam's Udemy course

I learnt about machine learning, data analysis and scientific computing using python from freeCodeCamp's courses of the same name.

I would recommend all of the courses mentioned above to anyone who is interested in these fields. They helped me understand what I liked doing the most and what I wanted to pursue as a profession.

Projects :

1. Web Development

   • Hotel Brochure : A hotel Brochure designed using Canva.
   • Personal CV HTML Website : My CV in HTML.
   • Professional Website : Professional Web Developer website using HTML & CSS.
   • TinDog : Tinder for dogs product home page made using Bootstrap.
   • The Dicee Game : A dicee game website.
   • The Simon Game : A simon game website.
   • Drum Kit : A drum kit website.
   • DOM Challenge : Code for the DOM challenge.
   • JavaScript Challenges : Code for the various JavaScript challenges.
   • Mental Health Analysis : Analysis of Mental Health with several socioeconomic factors
   • jQuery Playground : A playground to learn jQuery.
   • Emojipedia React : A React website for meanings of different emojis.
   • Real Time Clock React : A React website to display the time.
   • Registration Screen React : A registration screen made using React.
   • ToDo List React : A ToDo list made using React.
   • Keeper App : A note taking app similar to Google Keep made using React.
   • Financial Logger TS : A financial logger website made using HTML, CSS & TypeScript.
   • Gamezone Review App : A game review app made using React Native with Expo CLI.
   • Blog Website EJS : A blog website made using EJS, Node.js and Express.
   • ToDo List EJS : A ToDo List made using EJS, Node.js and Express.
   • Calculator Express : A calculator made using Express.
   • Express Server : A simple Express server.
   • Newsletter-Signup Express : A newsletter sign up page that uses Mailchimp's email sign up API.
   • Weather Express : A web page that displays the weather of a location using OpenWeatherMap's API.
   • Fruits MongoDB : A fruits MongoDB database connected with application code using Mongoose.
   • Wiki RESTful API : A RESTful API to serve wiki stored in a MongoDB database.
   • Blog Website with DB : A full stack blog webapp.
   • Secrets Web App Authentication : A full stack webapp to post secrets as a registered user.
   • ToDo List Mongoose : A ToDo List with a MongoDB database.
   • Decentralized Bank : A decentralized app for simple banking.
   • Decentralized Keeper : A decentralized note taking app similar to Google Keep.

2. Scientific Computing

   • Arithmetic Formatter : Formatting of simple arithmetic problems.
   • Budget App : Budget category creator and tracker.
   • Polygon Area Calculator : Area calculator of a square and rectangle.
   • Probability Calculator : Calculating the probability of choosing a ball of a specific colour.
   • Time Calculator : Time calculator that returns the added time to a specific start time.

3. Data Analysis

   • Demographic Data Analyzer : Calculating demographic data from a dataset.
   • Mean Variance Standard Deviation Calculator : Calculating the mean, variance and standard deviation of data using NumPy.
   • Medical Data Visualizer : Calculating medical data from a dataset and drawing a categorical plot and a heat map.
   • Page View Time Series Visualizer : Analyzing freeCodeCamp page view data and plotting a bar chart, a box plot and a line plot.
   • Sea Level Predictor : Creating a line of best fit to predict the sea level change through 2050.

4. Machine Learning

   • Book Recommendation Engine : Recommending books using KNN.
   • Cat & Dog Image Classifier : Classifying cat and dog images using a CNN.
   • Digit Recognizer : Digit recognition using a CNN. The Hello World program of ML.
   • Health Costs Calculator : Predicting health costs using linear regression.
   • SMS Text Classification : Ham/Spam SMS Text classification using an LSTM RNN.
   • Rock Paper Scissors Game : Player script to defeat other players in a game of rock, paper & scissors.

5. Ethical Hacking

   • Vulnerable Machines : HackTheBox machines of varying difficulty rooted using different techniques.