Posts

Predictive Analytics

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 The video and the article from the module both emphasize how educational data can be used to improve student outcomes through predictive analytics and data-informed decision-making. While the video explained the practical applications of predictive analytics in schools, the article provided a more technical explanation of how predictive modeling works and why it is becoming an important tool for educators and school leaders. One of the biggest ideas I learned is that predictive modeling goes beyond simply looking at a student's grades or attendance. Instead, it combines many different types of information including attendance patterns, behavior, course performance, assessment results, and even nonacademic factors to estimate the likelihood that a student may struggle academically or fail to reach important milestones. Rather than labeling students as simply "at risk" or "not at risk," predictive modeling assigns a probability of success or failure, allowing edu...

Communication and Social Media

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  Communication and social media have become essential components of education, transforming the ways educators, students, parents, and communities connect and share information. Through this topic, I've known that communication is a critical when it comes to technology. Through blogs I am able to communicate information to others and read what they have to say, it is a great way to communicate ideas, thoughts, opinions, even resources. Communication extends beyond what we know and now includes digital platforms such as email, learning management systems, discussion boards, video conferencing, and social media. These technologies allow educators to communicate more efficiently, collaborate professionally, engage students through interactive learning experiences, and maintain strong relationships with families. As a future educator, understanding effective communication and the appropriate use of social media is extremely important. Teachers are expected to communicate clearly with ...

Open Education Resources: Yay or Nay?

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 Open Education Resources has changed education by making materials for students free and available digitally. These resources are shareable and easy to manage within the education community. Teachers and students are free to use them without copyright or needing costly licenses. This shift from traditional material supports a more collaborative and accessible approach to teaching and learning while reducing the financial burden associated with educational resources.  Is Open Education Resources worth it? One of the most significant benefits of OER is their flexibility. Educators are no longer limited to static textbooks or pre-made materials; instead, they can revise and customize resources to meet the unique needs of their students. This may include updating outdated information, translating materials into different languages, or combining multiple resources into a personalized curriculum. As a result, instruction becomes more relevant, inclusive, and responsive to dive...

Understanding Big Data in Education

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  Big Data in Education and AI Tools for Research The study of Big Data in education has expanded my understanding of how educational institutions can use large amounts of data to improve teaching, learning, and decision-making. Big Data refers to the collection and analysis of vast amounts of information generated through learning management systems, online assessments, student information systems, and educational technologies. When analyzed effectively, these data provide educators with valuable insights into student performance, engagement, learning patterns, and areas where additional support may be needed. One of the most important concepts I learned is that Big Data is not simply about collecting information but it's using that information to make informed instructional decisions. Through predictive analytics, educators can identify students who may be at risk of falling behind, personalize instruction based on individual learning needs, and evaluate the effectiveness of inst...

Critical Issues in Technology

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The 10 Issues in Educational Technology report from the Southern Regional Education Board emphasizes that educational technology is much more than using computers in the classroom. It highlights ten key issues that schools must address, including data privacy, digital literacy, technology security, accessibility, emerging technologies, predictive analytics, and personalized learning. The report explains that technology should improve teaching and learning while ensuring students have equitable access to digital resources and that their personal information remains secure. The topic that stood out to me the most was Student Digital Literacy. The report explains that digital literacy goes beyond knowing how to use technology. Students must learn how to evaluate online information, recognize misinformation, communicate responsibly, and become ethical digital citizens. These skills should begin in the early grades and continue through college because they are essential for success in toda...

Evolution of Media & Technology

 Over the course of the years, technology has found a way to keep advancing and changing the way of teaching and learning. One way that it has changed has been the introduction of AI or ChatGPT. AI has the potential to personalize learning, provide immediate feedback, and help both students and educators complete tasks more efficiently. What makes AI especially interesting is that it is not replacing teachers; instead, it is becoming a tool that can support instruction, increase student engagement, and reduce time spent on routine tasks such as lesson planning, grading, and creating learning materials. Technology has evolved from simply providing access to information through computers and the internet to creating interactive, personalized, and collaborative learning experiences. Years ago, students primarily used technology to conduct research or type assignments. Today, cloud-based platforms, video conferencing, learning management systems, educational apps, and AI-powered tools ...

Adult learning and AI literacy

Improving Educational Technology Training for Adult Learning As instructional coaches and professional development leaders, we often focus on how students learn, but effective AI literacy training begins with understanding how adults learn. Unlike K–12 students, adult learners bring years of professional experience, established beliefs, and immediate classroom responsibilities into every learning opportunity. This means AI professional development should be grounded in andragogy, self-directed learning, and experience-based learning rather than traditional teacher-centered instruction. According to Malcolm Knowles' theory of andragogy, adults are motivated when learning is relevant, practical, and immediately applicable. Rather than beginning with lectures about artificial intelligence, AI literacy professional development should begin with authentic classroom challenges. Adult learners want to know why they are learning something before investing their time and energy. They also v...