Essays about: "Learning Analytics"

Showing result 11 - 15 of 111 essays containing the words Learning Analytics.

1. 11. Designing a Learning Analytics Dashboard : A case study inside the Novare Potential Boot camps

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Eduardo Alvarez Nowak; [2023]
   Keywords : Educational Technologies; User Experience; User Interface; Dashboards; Learning Analytics; Boot camps.;

   Abstract : Learning Analytic Dashboards have proven to help students reach their academic goals by tracking their study data to offer feedback. However, current dashboard research focuses on traditional education, such as schools and universities, rather than emerging educational sectors like coding boot camps that have different curricula and structures. READ MORE

3. 12. Judgment and Data-Driven Decision Making : A scoping meta-review and bibliometric analysis of the implementations of data-driven approaches to judgment and decision making and across other fields of research

   University essay from Linnéuniversitetet/Institutionen för psykologi (PSY)

   Author : Natalie Hyltse; [2023]
   Keywords : scoping review; meta-review; bibliometrics; interdisciplinary research; judgment and decision making JDM ; data-driven decision making DDDM ;

   Abstract : Data-driven approaches to decision making are today applied far and wide. With origins in the field of judgment and decision making (JDM), data-driven decision making (DDDM) has become an emergent topic within I-O psychology, especially within the fields of people analytics and human resource analytics. READ MORE

4. 13. Anomaly detection in surveillance camera data

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Viktoriia Semerenska; [2023]
   Keywords : Anomaly detection; Machine Learning; Supervised learning; Video Analytics; Artificial Intelligence;

   Abstract : The importance of detecting anomalies in surveillance camera data cannot be overemphasized. With the increasing availability of surveillance cameras in public and private locations, the need for reliable and effective methods to detect anomalous behavior has become critical to public safety. READ MORE

5. 14. Machine Learning based Predictive Data Analytics for Embedded Test Systems

   University essay from Mälardalens universitet/Akademin för innovation, design och teknik

   Author : Fayad Al Hanash; [2023]
   Keywords : Machine learning; Artificial Intelligence; Predictive data analytics; Embedded test systems; Confusion matrix; Predictive maintenance; Support vector machines; Random forest; Gradient Boosting; Multi-layer perceptron; Binary classification; Multi-class classification;

   Abstract : Organizations gather enormous amounts of data and analyze these data to extract insights that can be useful for them and help them to make better decisions. Predictive data analytics is a crucial subfield within data analytics that make accurate predictions. Predictive data analytics extracts insights from data by using machine learning algorithms. READ MORE

6. 15. Exploring the Phenomenon of Data Science : An Exploratory Study of the Field and its Scientists

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Filip Bäck; [2023]
   Keywords : Data Science; Interdisciplinary; Practical Responsibilities;

   Abstract : The recent abundance of data combined with the current digitalisation all over the globe has made organisations across various industries become more involved with data-driven processes. The power of data is harnessed through wrangling and analysis in order to not only create valuable insights to guide strategic decision-making but to also improve efficiency and productivity. READ MORE