Preetika Lakshmanan's Projects
Analyze Social Network Data using Spark GraphFrames
The aim of this project is to predict the user's career path using the tweets from their twitter account.
Single Page Web Applications with AngularJS - Coursera
Front-End Web Development with React - Coursera
Implementation of fixed-depth Decision Tree Algorithm (ID3) using the Monks Dataset.
Generate friend recommendation for users using a Spark based MapReduce algorithm
A Repository to maintain all my frontendmentor.io projects.
Implemented the 3 phases (Lexical, Syntax and Semantic Analyzer) of the frontend of a compiler in Java.
A secure Instant Messaging (IM) system that satisfies the vital security features by leveraging UDP sockets in the client-server communication model.
Implemented KMeans Clustering for Image Compression and observed the effect of various values of K on image quality
Implementation of linear regression using a linear combination of polynomial basis function and radial basis function.
Classification of Emails into Spam/Ham using Naive Bayes and Logistic Regression
Implement a Naive Bayes classifier from scratch using Spark based MapReduce
An implementation of Optimized Link State Routing Protocol for mobile ad hoc networks.
This system is designed to implement the basic functionalities of an Online Auction system where buyers and sellers participate in the sale of advertised items.
My personal repository
Analyse real-time comments on Subreddit posts using Spark, Kafka and ELK stack
Search Engine regarding Animals where a user can type in keywords or phrases to retrieve information (webpages) regarding various Animals.
Build a Search Engine for movie plot summaries using tf-idf technique in MapReduce
Repo to do the VeloxData Challenge for an open position
A repository for Practice Works and Assignments done in CS 6314 Web Programming Languages.
Computing the word frequency for named entities in a large file using PySpark