"Preparing Teachers for Deeper Learning" answers an urgent call for teachers who educate children from diverse backgrounds to meet the demands of a changing world. In today's knowledge economy, teachers must prioritize problem-solving ability, adaptability, critical thinking, and the development of interpersonal and collaborative skills…

Random forests are presented as an analytics foundation for educational data mining tasks. The focus is on course- and program-level analytics including evaluating pedagogical approaches and interventions and identifying and characterizing at-risk students. As part of this development, the concept of individualized treatment effects (ITE) is…

The San Diego High School Science Teacher Development Program was designed to address the lack of skills in communication and analytical reasoning and the need for increased scientific literacy at seven urban high schools in San Diego whose student populations from minority ethnic backgrounds exceed 50%. Among project objectives were: to improve…