Venkata Subba Rao Inti's repositories
American-Checkers
Implementing an American Checkers Game which enables two registered users to play the game or one registered user should play with computer. We implemented this project by considering all Object Oriented Programming principles like Abstraction, Encapsulation, Polymorphism, Inheritance. We have implemented user stories for each task and also written acceptance criteria and test cases with respective to that. Attached code here includes sprint wise code what we developed step by step. Sprint 3 document contains the complete logic for the game.
Covid-Data-Analysis-using-Pyspark
Analyzing the covid data that we have for the last 2 years of realtime data from newyork times website which provides information regarding covid related information in United States. In this project, we tried to find out some of the questions in the notebook file attached. We used Pyspark dataframes and Spark RDD, Spark SQL to find out results.
Movie-Recommendation-System
In this project, we took the 27M+ dataset from the movielens website which provides the ratings and movies data for set of records. We have splitted the actual data into training and testing dataset. Then we applied Collaborative Fiktering Technique ALS method on the training data and then we applied that model on testing data. At the end, efficiency of the method is determined by RMSE value of the model that we developed.
OnlinePizzaDelivery
An online food ordering system can be defined as software that allows restaurant businesses to accept and manage orders placed over the internet.
Predicition-of-Election-Results-using-Sentiment-Analaysis-in-Twitter-Real-Time-Data
Predicting the winner of election results based on the people tweets on that particular party. we will collect the real time data from the twitter using Apache Flume as well as Python tweepy Library. We applied Naive Baise Algorithm on the training data the model. And then we transformed the same model on testing dataset. And then at the end , we have compared the results with other models like Affin,vader,etc.
React_Projects
This Folder contains multiple React Projects(POCs) with features like React Hooks(useEffect, useRef, useState, useReducer ), REST API using Firebase database(how to retrieve and send data to firebase database through API), Few projects also include NEXT.js for routing. Other major features like React Routers, Redux are also included in this project bundle. And I have also implemented test cases for a few of the react projects using JEST Testing Tool.