The document discusses topics related to educational technology (ed tech) including instructional design, active learning, and learning management systems. It provides examples of how neuroscience and big data can inform the design of online courses through techniques like interpolated testing and optimizing video length. Professional development for instructional designers is discussed as well as their roles in areas like graphic/media, tools, and copywriting. The effectiveness of active learning techniques and their positive impacts on focused attention and memory are cited from research studies.
Mathshop is an educational program that teaches mathematics to pre-school and school-aged children in Mongolia. The document discusses using Bayesian Knowledge Tracing (BKT) to model students' knowledge based on their use of the Mathshop program. BKT is shown to accurately model over 60,000 practice problems completed by 765 students on 275 math skills. The models are able to predict student performance and identify skills they have yet to master to aid improvement. Results demonstrate BKT is effective for evaluating student knowledge in Mathshop and helping teachers, parents and designers optimize the program.
The document discusses topics related to educational technology (ed tech) including instructional design, active learning, and learning management systems. It provides examples of how neuroscience and big data can inform the design of online courses through techniques like interpolated testing and optimizing video length. Professional development for instructional designers is discussed as well as their roles in areas like graphic/media, tools, and copywriting. The effectiveness of active learning techniques and their positive impacts on focused attention and memory are cited from research studies.
Mathshop is an educational program that teaches mathematics to pre-school and school-aged children in Mongolia. The document discusses using Bayesian Knowledge Tracing (BKT) to model students' knowledge based on their use of the Mathshop program. BKT is shown to accurately model over 60,000 practice problems completed by 765 students on 275 math skills. The models are able to predict student performance and identify skills they have yet to master to aid improvement. Results demonstrate BKT is effective for evaluating student knowledge in Mathshop and helping teachers, parents and designers optimize the program.
The document discusses how artificial intelligence is impacting education. It notes that AI is being used to simplify administrative tasks for teachers like grading, freeing up more time for them to spend with students. AI is also powering personalized learning by identifying gaps, redirecting students, and modifying lessons based on their understanding. While AI may replace some routine jobs, it is difficult to replace teachers for their soft skills in managing people and unstructured work. Overall, the document argues that higher education needs to help students develop skills to stay competitive as AI changes the job market and automates certain roles.
The document provides instructions for using the website Archive.org, including how to sign up for an account, upload files, and search for and find files on the site. It also mentions open education resources and Creative Commons licensing.
The document discusses topics related to educational technology (ed tech) including instructional design, active learning, and learning management systems. It provides examples of how neuroscience and big data can inform the design of online courses through techniques like interpolated testing and optimizing video length. Professional development for instructional designers is discussed as well as their roles in areas like graphic/media, tools, and copywriting. The effectiveness of active learning techniques and their positive impacts on focused attention and memory are cited from research studies.
The document discusses how artificial intelligence is impacting education. It notes that AI is being used to simplify administrative tasks for teachers like grading, freeing up more time for them to spend with students. AI is also powering personalized learning by identifying gaps, redirecting students, and modifying lessons based on their understanding. While AI may replace some routine jobs, it is difficult to replace teachers for their soft skills in managing people and unstructured work. Overall, the document argues that higher education needs to help students develop skills to stay competitive as AI changes the job market and automates certain roles.
The document provides instructions for using the website Archive.org, including how to sign up for an account, upload files, and search for and find files on the site. It also mentions open education resources and Creative Commons licensing.
The document discusses topics related to educational technology (ed tech) including instructional design, active learning, and learning management systems. It provides examples of how neuroscience and big data can inform the design of online courses through techniques like interpolated testing and optimizing video length. Professional development for instructional designers is discussed as well as their roles in areas like graphic/media, tools, and copywriting. The effectiveness of active learning techniques and their positive impacts on focused attention and memory are cited from research studies.