Duke University Java Course Learning Reference

Courses Covered

• Course 1- Java Programming: Solving Problems with Software.
• Course 2- Java Programming: Array, Lists and Structured Data.
• Course 3- Java Programming: Principles of Software Design.
• Capstone Project: Building Movie Recommender System.

Course 1 Functions:

• Temperature, humidity analysis by parsing CSV dataset.
• DNA analysis, Codon finding and Genome detection using String extraction from real DNA data.
• Export-Import data analysis by parsing CSV dataset.
• Human name analysis based on dataset of 1880-2014 of United States.
• Image Inversion.
• Image Grayscale conversion.

Course 2 Functions:

• Word analysis (frequency, max, min etc) using ArrayList.
• Object Oriented Caeser Cipher encryption algorithm implementation using ArrayList, HashMap.
• Character detection and listing from Shakespeare's drama dataset.
• Automated story generator from template and word dataset.
• Webserver log analysis and traffic monitoring using HashMap, HashSet.
• Vigenere Cipher encryption and decryption algorithm (tested on 8 languages)

Course 3 Functions:

• Parsing earthquake data, filtering and classifying quakes based on depth, magnitude, distance (using Android Location library).
• Implementing bubble and selection sort. Setting comparator, comparable for using Java sorting library.
• Predictive text generation.

• Implementation of Markov model using Interface, Abstraction, Polymorphism. N-gram Markov model for generating text from training data.

  Capstone Project: Building Movie Recommender System Visit the recommender repository.

NOTICE: This repository contains the source code of programming exercises as a reference for learning and troubleshooting throughout the courses. You shouldn't just copy & paste the codes by any means to fulfill any bad motive. Please, use the resource as a reference to make your learning and problem solving better. Thank You.

Developed by @asimuzzaman