Namitha Murugesh's repositories
Clustering_Countries
This project demonstrates a Clustering Model using Python. An international humanitarian NGO that is committed to fighting poverty and providing the people of backward countries with basic amenities and relief during the time of disasters and natural calamities. It has been able to raise around $ 10 million. The model is needed to help decide how to use this money strategically and effectively. The significant issues that come while making this decision are mostly related to choosing the countries that are in the direst need of aid. The model is used to categorize the countries using some socio-economic and health factors that determine the overall development of the country.
Fractal_Analysis
Exploratory Fractal Analysis with DFA and HURST Exponent using nolds module
Detection_of_Melanonma
Multiclass classification model using a custom convolutional neural network in tensorflow to detect melanoma
Gesture_Recognition
Analyzing videos using neural networks, using a 3D convolutional network.
Lasso-Ridge-House-Price-Prediction
This project demonstrates the advanced linear regression concepts of ridge and lasso. The model built helps in predicting the house price.
Logistic_Regression
This is a project demonstrating Logistic Regression method using Python. An education company named X Education sells online courses to industry professionals. On any given day, many professionals who are interested in the courses land on their website and browse for courses.
Telecom_Customer_churn_Classification
This project demonstrates building a classification model for imbalanced data. Feature engineering, feature selection and extensive EDA. Comparing of logistic regression, random forest and ADA Boost models are done before finalizing the best model.
EDA_for_IMDB
This is a project demonstrating the Exploratory Data Analysis for data set on IMDb website.
EDA_Loan_Defaulter_Analysis
In this project apart from EDA, there has been an effort to develop a basic understanding of risk analytics in banking and financial services and understand how data is used to minimise the risk of losing money while lending to customers.
GetWeather
Command line utility Tool programmed using Github Copilot.
gym-anytrading
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
Heroku_Deploy
Practice Heroku
Heroku_practice_1
Practicing
Linear_Regression
A linear regression model to predict demand for a bike based on the different conditions like weather conditions, whether a day is a holiday, weekend, or workday and other conditions.
pandas_exercises
Practice your pandas skills!
Reinforcement-Learning
Reinforcement Learning
Reinforcement-Learning-for-Trading
A walkthrough of using the gym-anytrading environment for reinforcement learning applications leveraging custom datasets.
Simple_Linear_Regression
This file contains the simple linear regression to predict the grade of a student based on the hours of study.