Rohan Sethi's repositories
Handwritten-Digit-Classification-using-KNN
This repository introduces to my project "Handwritten-Digit-Classification" using MNIST Data-set . This project was implemented and executed by applying KNN algorithm with recognition accuracy of around 91-93 % . The desired results have been obtained by training the machine first using the mnist_train data-set and later testing the obtained results using mnist_test data-set , to recognise the handwritten digit.
Heart-Disease-Prediction-using-KNN
This repository demonstrates the project of "Heart Disease Prediction using Machine Learning". This project has been created by implementing the K Nearest Neighbors Algorithm. Initially, the Machine Learning model of KNN Algorithm is trained 67% using heart_disease_train dataset and later on the expected results are tested and obtained successfully with 33% of dataset used for the testing purposes. The accuracy of around 85.06 % was achieved after the successful execution of the Machine Learning Model.
Color-Extraction-and-Image-Segmentation
This repository introduces to my personal project, which explains and demonstrates the concept of segmentation of feature vectors according to the "Dominant Characteristic Feature" persistent in the image. The demonstration of the project was achieved by the application of "K-Means" Clustering algorithm, which is an unsupervised machine learning algorithm typically used for vector quantization and signal processing with data mining. This algorithm follows an iterative approach to segment or partition the dataset effectively, into K pre-defined clusters or overlapping sub-groups. The output obtained is the dominant color schemes demonstrated through graphical representation persistent in the image given as input.
C-Plus-Plus-Programming-Codes
This repository consists of the basic to advanced C ++programming source codes . The concepts covered range from basic (loops,if-else conditions and other miscellaneous) to data structures , function…
C-Programming-Codes
This repository consists of the basic to advanced C programming source codes . The concepts covered range from basic (loops,if-else conditions and other miscellaneous) to data structures , functions , pointers , structure and union.
Cascading-Style-Sheets-3
This repository consists of the experimental web page design using the CSS-3 codes and tags ; Moreover , the repository deals with the codes which are implemented to complete different web pages using CSS-3 codes . The basic to advanced CSS-3 codes and styles are implemented to design and style web pages and websites.
Chit-Chatter
The project Chit-Chatter basically features a deep learning implementation based Chatbot, which replies to the selective queries in a very short span of time. The project is built using Python, NLTK and Keras.
Credit-Card-Fraud-Detection-System
The Credit Card Fraud Detection Problem includes modeling past credit card transactions with the knowledge of the ones that turned out to be fraud. This model is then used to identify whether a new transaction is fraudulent or not.
Diabetes-Prediction-using-KNN
This repository demonstrates the project of "Diabetes Prediction using Machine Learning". This project has been created by implementing the K Nearest Neighbors Algorithm. Initially, the Machine Learning model of KNN Algorithm is trained using diabetes_train dataset and later on the expected results are tested and obtained successfully. The accuracy of around 87.4 % was achieved after the successful execution of the Machine Learning Model.
Emoji-Prediction-using-Deep-Learning
This repository describes about the project which predicts the emoji based on the sentiment of the text message sent. This project is implemented using both RNN as well as LSTM Deep Learning Algorithms with the implementation of Glove Database.
Hangman
This is a Python project of the classic game "Hangman". The word to guess is represented by a row of dashes. If the player guesses a letter that exists in the word, the script writes it in all its correct positions. The player has 10 turns to guess the word. You can easily customize the game by changing the variables.
Hyper-Text-Markup-Language-5
This repository consists of the experimental web page design using the HTML- 5 codes and tags ; Moreover , the repository deals with the codes which are implemented to complete different web pages using HTML-5 tags . The basic to advanced HTML-5 tags are implemented to design web pages and websites.
Java-Programming-Codes
This repository consists of the Core Java programming source codes . The concepts covered range from basic (loops,if-else conditions and other miscellaneous) to data structures , functions , packages , instances and much more.
Kotlin-Programming-Codes
This repository consists of the Kotlin programming source codes . The concepts covered range from basic (loops,if-else conditions and other miscellaneous) to data structures , functions , packages , instances and much more.
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Movie-Recommendation-System
This repository focuses on the demonstration of the project of 'Movie Recommendation System'. The purpose of a recommendation system basically is to search for content that would be interesting to an individual. Moreover, it involves a number of factors to create personalized lists of useful and interesting content specific to each user/individual. This project focuses on delivering recommendations of the movies based on their reviews and ratings. And, hence providing the user the best choices of selected movies from the list of movies for a better user experience.
open-source-ideas
💡Ever had a cool idea for an Open Source project but didn't have the time to implement it yourself? Let someone else give it a try!
Personal-Portfolio-Website
This repository contains the source code of my personal portfolio website, designed using HTML5, CSS3, Javascript, PHP and Bootstrap.
Python-Programming-Codes
The codes includes the basic implementation of Python as a programming language for concepts such as Algorithm design , implementation of data structures and much more .
Real-Time-Face-Detection-System
This repository introduces to the system, which detects the face of an individual in real time. The project involves the implementation of OpenCV library of Python and assistance of haarcascade classifier to achieve the objective of facial detection of an individual by using the camera of the local system in which the user is executing the project.
Real-Time-Face-Recognition-System
This repository introduces to the system, which recognizes the face of an individual in real time. The project involves the implementation of OpenCV library of Python and assistance of haarcascade classifier to achieve the objective of facial recognition of an individual by using the camera of the local system in which the user is executing the project.
HacktoberFest-HelloWorld
All your PRs will be merged !! 😊
maths-for-ml
Notes and solutions for the Mathematics for Machine Learning Specialization