Garnet Valley School District in PA established a deep commitment to open education when it first joined the #GoOpen Network over eight years ago to advance an OER initiative. Still on an innovative journey to transform teaching and learning, the district’s Director of Technology and Online Learning and Founder and Executive Director of nonprofit Edvative Learning, Sam Mormando is actively exploring the rapidly evolving landscape of AI technology and reflecting on ways it may be advantageous for education, and specifically, for OER. 

Learn the fundamentals and principal AI concepts about clustering, dimensionality reduction, reinforcement learning and deep learning to solve real-life problems.

Learn the fundamentals of machine learning to help you correctly apply various classification and regression machine learning algorithms to real-life problems.

A one-stop shop to get started on the key considerations about data for AI! Learn how crowdsourcing offers a viable means to leverage human intelligence at scale for data creation, enrichment and interpretation, demonstrating a great potential to improve both the performance of AI systems and their trustworthiness and increase the adoption of AI in general.

Description: Learn how conservationists use AI image recognition to save time identifying how and where to protect endangered species. Build your own species-identifying AI system
Skills/knowledge you'll gain: Conservation
Length: 1-2 hours

Curriculum aligns to:
- NGSS Engineering standards
- ISTE standards
- Common Core ELA/Literacy standards
- Also maps to CSTA standards

Overview of the criminal justice system. Organization and jurisdiction of local, state, and federal lawenforcement, judicial, and correctional systems. History and philosophy of each component of thecriminal justice system and interrelations among the various agencies. Career opportunities andqualifying requirements. Lecture, on-line and classroom discussion.

Course PurposeWelcome to AJS-200 Current Issues in Criminal JusticeIn this course, we will be studying the major current issues facing the criminal justice system.  We will use as our starting point the 2015 President's 21st Century Policing Task Force report on the police.  This report came about after the death of Michael Brown, shot and killed by a Ferguson Missouri police officer. Many of the significant challenges to the way policing is carried out today came about following that one event.  This course will allow you the student to examine the different calls for police reform and research the pros and cons of each.  This course is an OER course meaning that there is NO TEXTBOOK to purchase.  Instead, we will identify and use as our training material the governmental documents and other open resource documents on the internet to gain our insights into the topic of each week. 

A video from the Extreme Ice Survey in which Dr. Tad Pfeffer and photographer Jim Balog discuss the dynamics of the Columbia glacier's retreat in recent years through this time-lapse movie. Key point: glacier size is being reduced not just by glacial melting but due to a shift in glacial dynamics brought on by climate change.

Students will learn about different types of breeds within the American Kennel Club (AKC). They will determine breed and dog group differences between the major breed groups within the AKC standards. 

This resource is a video abstract of a research paper created by Research Square on behalf of its authors. It provides a synopsis that's easy to understand, and can be used to introduce the topics it covers to students, researchers, and the general public. The video's transcript is also provided in full, with a portion provided below for preview:

"Some proteins are central to many cell signaling processes. One of these key molecules is AKT2. An important kinase involved in cell survival, growth, and metabolism, it has ties to insulin-induced signaling and cancer. AKT2 has a critical role in immune cells such as neutrophils and macrophages; however, although AKT2 is expressed in antibody-producing immune cells called B cells, its function in B cells isn’t clear. In a recent study, researchers sought to understand the role of AKT2 in B cells using AKT2-deficient mice. They found that mice lacking AKT2 had impaired B-cell differentiation. B cells from these mice were not able to form a cluster of molecules called a signalosome in response to B-cell receptor (BCR) signaling, resulting in poor BCR signaling and impaired B cell activation and spreading. These results suggest that as a central orchestrator of signaling, AKT2 function is critical for proper BCR signaling and B cell development, ensuring a functional antibody-mediated immune response..."

The rest of the transcript, along with a link to the research itself, is available on the resource itself.

This resource is a video abstract of a research paper created by Research Square on behalf of its authors. It provides a synopsis that's easy to understand, and can be used to introduce the topics it covers to students, researchers, and the general public. The video's transcript is also provided in full, with a portion provided below for preview:

"Gq protein-coupled receptors (GqPCRs) are membrane bound proteins that transmit signals from outside the cell to internal signaling pathways. One of these pathways is the PI3K/AKT pathway, which plays roles in cellular proliferation, survival, metabolism, and differentiation. PI3K/AKT dysregulation is also often implicated in cancers. A previous study determined that activating GqPCRs in certain cells inactivated AKT, which led to a specific type of cell death, JNK-dependent apoptosis. This unique signal seems to play an important role in physiological and pathological events like pituitary development and cardiac hypertrophy. Now, a new study determined that the mechanism of this AKT inactivation relies on another signaling-related protein, PP2A. When the GqPCRs are not activated, a fraction of PP2A "c" subunit is in a dimer complex with another protein, IGBP1 and they are bound to the p85 subunit of PI3K, causing its activation..."

The rest of the transcript, along with a link to the research itself, is available on the resource itself.

ALAMOSE aims to educate undergraduate and graduate students on (i) what categories of security weaknesses appear for artifacts used in DevOps, and (ii) how identified security weaknesses can be detected. ALAMOSE is funded by the U.S. National Science Foundation (NSF), and spearheaded by Akond Rahman at Auburn University. Please contact him with questions at akond@auburn.edu.

La dinamita y el Premio Nobel. Este es el famoso legado de un hombre que llegó a ser uno de los empresarios más ricos y prósperos de su época.

Wer war dieser Mann, der die Waffentechnik revolutionierte und doch ein gespanntes Verhältnis zum Krieg hatte? Diese Mini Lecture liefert einen detaillierten Einblick in Leben und Werk von Alfred Nobel.

Dynamite et Prix Nobel : l’illustre héritage de l’un des entrepreneurs les plus riches et les plus prospères de son temps..

Who was this man who revolutionized armament technology, yet had an ambivalent relationship to war? This Mini Lecture provides a detailed view on the life and work of Alfred Nobel.

A continuation of MATH 2253. Topics include differentiation and integration of transcendental functions,
integration techniques, indeterminate forms, infinite sequences and series, Taylor and Maclaurin series,
parametric equations, L'Hopital's Rule, improper integrals, and polar coordinates.