ShyrenMore / sem08

A compilation of codes for SMA, DC, ADS

Table of Contents

Social Media Analytics

• Community Detection using Girvann-Newmann
• Content Analysis/Topic Modelling
• Hashtag analysis
• Location analysis
• Sentiment analysis using TextBlob
• Trend analysis
• User Engagement analysis

Applied Data Science

• Descriptive statistics
• Performing Data Imputation
• Data visualization
• Evaluation of performance metrics using supervised learning
• Evaluation of performance metrics using unsupervised learning
• Outlier detection using K-means and DBSCAN algorithm
• Synthetic Minority Oversampling Technique (SMOTE)
• Inferential statistics

Distributed Computing

Java codes

• Program to simulate Group Communication
• Program to simulate Inter process Communication (IPC)
• Program to simulate Multithreading
• Program to simulate Berkleys' clock synchronization
• Program to simulate Global averaging method
• Program to simulate simple Load Balancing

Python codes

• Program to simulate Banker's algorithm for generating safe sequence/deadlock prevention
• Program to simulate Bully Election algorithm
• Program to simulate Raymond Tree (Non-Token based mutual exclusion) algorithm
• Program to simulate Ricart Agrawala (Non-Token based mutual exclusion) algorithm

Steps of downloading zip file of codes

curl -L -O https://github.com/shyrenmore/sem08/archive/main.zip

Don't forget to star the repo ⭐ if you found it useful