Mishika's repositories
Analysis-of-the-Key-Sustainability-Metrics
Analyzing and cleaning World Bank, UN climate data
BellaBeat-Case-Study_Google-Data-Analytics-Capstone
Analyzing Fitbit fitness tracker data using R and suggesting actionable marketing strategy to enable Bellabeat to become a global fitness tracker player
Classification-Predicting_Heart_Disease_using_TreeMethods
Predicting the likelihood of patient to be at the risk of a heart disease
Classification-Tennis_Match_Winner
Analyzing past 20 years data of tennis players, understanding and predicting the key factors that impact the winning or losing of tennis player based on their past performance using classification algorithms
Clustering-Segmentation_of_Survey_Respondents
Deploying clustering machine learning algorithms to segment survey respondents
NeuralNetworks-Predicting_Credit_Default_of_Payments
Predicting the likelihood of an individual to default on credit card payments using Neural Network
NLP-Classification_of_Tweets_into_Troll_Comments
Analyzing tweets from Twitter and classifying them into trolls using Natural Language Processing
Regression-Predicting_Life_Expectancy
Analyzing and predicting life expectancy of a country based on multiple factors using multiple regression techniques
Regression-Walmart_Sales_Data_Analysis
Determining the factors affecting Walmart sales and analyzing the impact of markdowns around holidays on the sales; Predicting the sales accurately with regression algorithms like Linear regression, Decision Trees and Random Forest