Essays about: "importance of mathematics to business"

Showing result 1 - 5 of 6 essays containing the words importance of mathematics to business.

1. 1. Predicting the Impact of Supply Chain Disruptions Using Statistical Analysis and Machine Learning

   University essay from KTH/Matematisk statistik

   Author : Hannes Andersson; John Sjöberg; [2023]
   Keywords : Supply chain disruption; SMOTE; feature engineering; machine learning; random forest; statistics; applied mathematics; Störning i försörjningskedja; maskininlärning; matematik; statistik;

   Abstract : The dairy business is vulnerable to supply chain disruptions since large safety stocks to cover up losses are not always a viable option, therefore it is crucial to maintain a smooth supply chain to ensure stable delivery accuracies. Disruptions are unpredictable and hard to avoid in the supply chain, especially in cases where production errors cause lost production volume. READ MORE

3. 2. Using Social Media and Personality Predictions to Anticipate Startup Success

   University essay from Lunds universitet/Matematisk statistik

   Author : Daniel Stenson; [2023]
   Keywords : Machine Learning; Startup Success Predictions; Founder Personalities; Natural Language Processing; Social Media Analysis; Big 5 Personality Framework; Feed-forward Neural Network; XGBoost.; Mathematics and Statistics;

   Abstract : This thesis explores the potential of integrating predicted founder personalities, based on the Big 5 Personality Framework, into Machine Learning (ML) models to enhance the accuracy of early-stage startup success predictions. Leveraging Natural Language Processing (NLP) techniques, we extracted personality insights from founders' tweets, focusing on US startups funded between 2013 and 2015. READ MORE

4. 3. Increasing Retention in Insurtechs Through Churn Prediction

   University essay from Lunds universitet/Innovationsteknik

   Author : John Rapp Farnes; Oskar Christiansen; [2021]
   Keywords : Non-life insurance; Property and casualty insurance; Customer retention; Churn prediction; Predictive analytics; Classification; Machine learning; Mathematics and Statistics;

   Abstract : Over the last decades, the Swedish insurance industry has seen decreased entry barriers due to deregulation and emerging new technologies, which have the potential to disturb the stagnated and consolidated competitive landscape of the industry. Initiated by newcomers like American insurance startup Lemonade, and later Swedish Hedvig among others, there is an increased push toward digitalization, transparency, and automation in the industry. READ MORE

5. 4. Approximating Capital Requirement Due to Name Credit Concentration Risk

   University essay from Lunds universitet/Företagsekonomiska institutionen

   Author : Christian Green; Pauline Lidberg; [2014]
   Keywords : Granularity Adjustment; Capital Requirement; Name Concentration Risk; Credit Risk; Standardised Approach; Basel agreements; Mathematics and Statistics; Business and Economics; Technology and Engineering;

   Abstract : Since banks provide various forms of credit, they consequently expose the business as well as society to risks. Therefore, global banking regulations exist to ensure that banks keep enough capital for the risks they are taking. READ MORE

6. 5. Improving The Programming Logic of Children by Creating Computer Games on Greenfoot Framework

   University essay from Institutionen för datavetenskap, fysik och matematik, DFM

   Author : Yunus Emre Aziz; [2011]
   Keywords : Computer Science Education; Basic Game Programming; Greenfoot; Introductory Programming;

   Abstract : In our modern time, age of education is decreasing day by day. People have started tolearn more advanced things at earlier ages. This fact is also true for children. They arelearning more advanced thing now because they are facing new technology in everyaspect of life. READ MORE