Pinned Repositories
Associations-between-products
Performing a market basket analysis – identification of purchasing patterns that will provide insight into Electronidexe's clientele.
Customer-Brand-Preferences
Prediction of the customer brand preferences through the use of the two classifiers: K-Nearest Neighbors (KNN) and Random Forest (RF)
Customer-Default-Identification-Report
Developing a model that can be used to predict the risk of customer default, in particular: How does the probability of default payment vary by categories of different demographic variables? Which variables are the strongest predictors of default payment?
iPhone-vs-Samsung-Galaxy-Predictive-Sentiment-Analysis
Which handset model from the list of five devices will be bundled with the suite of smart phone medical apps for use by aid workers in developing countries. Support the decision process through delivery of the sentiment analysis based on website reviews toward set of handset devices conducted through the use of machine learning methods.
Power-Management
Developing analytics for a new set of electrical sub-metering devices used for power management in smart homes
Sales-Prediction
Performing sales volume predictions for a list of new product types on a basis of historical sales data analysis including: predicting sales of four different product types: PC, Laptops, Netbooks and Smartphones; assessing the impact service reviews and customer reviews have on sales of different product types.
UN-General-Assembly-votes
The analysis of the United Nations General Assembly votes from 1946 to 2017, including predictive modeling analysis.
Wifi-Location-Tracking
Evaluation of the application of machine learning techniques to the problem of indoor locationing via WiFi fingerprinting.
Womens-Clothing-E-Commerce
EvaLipska's Repositories
EvaLipska/UN-General-Assembly-votes
The analysis of the United Nations General Assembly votes from 1946 to 2017, including predictive modeling analysis.
EvaLipska/Associations-between-products
Performing a market basket analysis – identification of purchasing patterns that will provide insight into Electronidexe's clientele.
EvaLipska/Customer-Brand-Preferences
Prediction of the customer brand preferences through the use of the two classifiers: K-Nearest Neighbors (KNN) and Random Forest (RF)
EvaLipska/Customer-Default-Identification-Report
Developing a model that can be used to predict the risk of customer default, in particular: How does the probability of default payment vary by categories of different demographic variables? Which variables are the strongest predictors of default payment?
EvaLipska/iPhone-vs-Samsung-Galaxy-Predictive-Sentiment-Analysis
Which handset model from the list of five devices will be bundled with the suite of smart phone medical apps for use by aid workers in developing countries. Support the decision process through delivery of the sentiment analysis based on website reviews toward set of handset devices conducted through the use of machine learning methods.
EvaLipska/Power-Management
Developing analytics for a new set of electrical sub-metering devices used for power management in smart homes
EvaLipska/Sales-Prediction
Performing sales volume predictions for a list of new product types on a basis of historical sales data analysis including: predicting sales of four different product types: PC, Laptops, Netbooks and Smartphones; assessing the impact service reviews and customer reviews have on sales of different product types.
EvaLipska/Wifi-Location-Tracking
Evaluation of the application of machine learning techniques to the problem of indoor locationing via WiFi fingerprinting.
EvaLipska/Womens-Clothing-E-Commerce