Pinned Repositories
data-analysis
Implemented various ML models from scratch in Python (absolute zero use of sklearn)
gridWorld
Used various reinforcement learning techniques to determine the optimal policy for travelling throughout the Grid World
Hangman
The traditional letter-guessing game. I worked on this project in my CMPSCI 187 class at UMass.
Huffman_Encoding
Implemented the popular lossless data compression algorithm for text files
lkm
Linux Kernel Module
LRU_Cache
Implemented the popular LRU (Least Recently Used) caching mechanism
MapReduce-Project
A thorough analysis of an inspection result of over 448,000 restaurants in New York City. Used MapReduce
Text-Suggestions-Auto-Complete
Used Markov Chain Building algorithms to make predictive textual suggestions
emoji-prediction
Predicts an emoji based on a given tweet using various NLP models.
universale
Exclusive web-App for college students to buy and sell items/services.
Shubham617's Repositories
Shubham617/MapReduce-Project
A thorough analysis of an inspection result of over 448,000 restaurants in New York City. Used MapReduce
Shubham617/data-analysis
Implemented various ML models from scratch in Python (absolute zero use of sklearn)
Shubham617/gridWorld
Used various reinforcement learning techniques to determine the optimal policy for travelling throughout the Grid World
Shubham617/Hangman
The traditional letter-guessing game. I worked on this project in my CMPSCI 187 class at UMass.
Shubham617/Huffman_Encoding
Implemented the popular lossless data compression algorithm for text files
Shubham617/lkm
Linux Kernel Module
Shubham617/LRU_Cache
Implemented the popular LRU (Least Recently Used) caching mechanism
Shubham617/Text-Suggestions-Auto-Complete
Used Markov Chain Building algorithms to make predictive textual suggestions
Shubham617/Maze-Search
This project involves using Depth-First and Breadth-First search to find a path to a goal in a given maze. I worked on this project in my CMPSCI 187 class at UMass
Shubham617/MazeGame
The objective of the game is to reach the finish point of the maze with the least path sum possible. Used Java
Shubham617/NBA-shot-logs
Used Apache Hive to thoroughly analyze shot log data for the entire 14 -15 NBA Season (908 games)
Shubham617/Postfix-Evaluator
An evaluator for postfix expressions that I worked on in my CMPSCI 187 class at UMass
Shubham617/San-Francisco-Salaries
Used Apache Pig to analyze and draw conclusions about the salaries and professions of employees in San Francisco
Shubham617/Scapegoat-Trees
This project is my implementation of a Scapegoat Tree, which is one of the many types of self-balancing binary search trees. I worked on this project in my CMPSCI 187 class at UMass.
Shubham617/Towers-of-Hanoi
An interesting game that involves getting rings from a starting peg to a destination peg, whilst abiding to a ring size rule. I worked on this project in my CMPSCI 187 class at UMass
Shubham617/Tweet_Analytics
Used functional programming to perform statistical analyses of tweets from popular individuals