Yash Chauhan's repositories
Machine_Learning_Algorithms_from_Scratch
Machine Learning Algorithms from Scratch. Explanation of the mathematics behind various ML Algorithms coupled with a Numpy only Implementation of the models. The Aim is to Demystify everything from Linear Regression to Deep Neural Networks
A_Classification_Model_To_Predict_Blight_Compliance
A Binary Classification Problem Optimized For AU-ROC Curve,. From Data Cleaning to Model Validation, Classifying whether a blight ticket will be paid in time or not, Trained 3 different Classifier on a Highly imbalanced Data provided by Detroit Open Data Portal with around 160000 Tickets.
Advance_Regression_Model_Stacking_Kaggle
This Project is my Entry to a Kaggle Competition 'House Prices: Advanced Regression Techniques'. The aim was to rank in the Top 5% in the Leaderboard, I achieved this rank by Using Model Stacking with Meta-Modelling and my final score was RMSLE = 0.0726 and I Ranked 277th out of 5130 Submissions
Exploratory_Analysis_On_Steam_Game_Statistics
An Exploratory Analysis and data visualization project on Steam Gaming Statistics Datasets on Kaggle, To uncover trends in the data and answer the research question : " To Determine the relation if any between the rating of a game and its market Success (Measured as Hours the game was played) "
Face-and-Text-Classifier-Using-Python
A simple approach to computer vision for differentiating between text and faces in an image using Opencv, Tesseract-OCR with python Wrapper Pytesseract and Pillow.
Indian_Coin_Classification_Using_CNN
This repository is part of a research study in which, A convolution neural network(CNN) is developed from scratch for the classification of Indian coins by their denomination. The final train accuracy reached is 91.38% and the best validation accuracy is 90.62%
2nd-cap
Java Assignments Capgemini
Employee_Attrition_TableauDashboard
A Repository for the Tableau Dashboard I created for Monitoring Employee Attrition
Indian_Coin_Classification_Web_Application
This repository contains the front-end code, that revolves around deploying a Machine Learning Model Developed in one of my research study named "A Novel Convolutional Neural Network for Classifying Indian Coins by Denomination"
Music_Genre_Classification_By_Model_Ensembling_Approach
This Project is my attempt at solving the music genre classification or MGR problem. I have used a model ensembling approach by bagging together the weighted prediction probabilities of three different classifiers. The algorithms used were XGBoost, CatBoost and Radnom Forest Classifer. My ensembled model was able to reach 97.8% Val. Accuracy
Music_Genre_Classification_Web_Application
This repository contains the front-end code, that revolves around deploying a Machine Learning Model Developed in one of my project named "Music Genre Classification Using Model Ensembling Approach"
Sales_Overview_TableauDashboard
A Repository for the Sales Overview Dashboard that I created for a fictional store, using the superstore dataset
basic-computer-games
An updated version of the classic "Basic Computer Games" book, with well-written examples in a variety of common programming languages
Churn_Segmentation_Modelling_ANN
This is a complete Project that revolves around churn modeling and it contains every aspect from data cleaning down to model deployment. The data of a bank was used in this implementation. An Artificial Neural Network was trained and used to predict the probability that a given customer would leave the bank(With 87% Test accuracy) and for deployment, an API was developed which can be used for single prediction as well as batch prediction for a number of customers
INSAID_Packages
A Repo for all the helping Packages I'll create to streamline my work at INSAID.
Medium_Data
A Repo for any External Resources I will mention in my Medium Stories
NOC-S17-2-Intelligence-Learning
Syllabus for Part 2 of Nature of Code: "Intelligence and Learning" at ITP Spring 2017 Edit
OD-WeaponDetection
Datasets for weapon detection based on image classification and object detection tasks
sisodiya2421
This is a special repository which contains a README.md for my Github profile.