Foundations of AI | Origin: EC133
This is a general discussion forum for the following learning topic:
Introduction to Artificial Intelligence --> Foundations of AI
Post what you've learned about this topic and how you intend to apply it. Feel free to post questions and comments too.
AI can be helpful with performing Technical tasks for sure. Understanding how to establish a good process utilizing AI is the challenge, especially being in the X generation, where technology is not my strong suit
AI has grown so fast just in the past four years. Self-driving cars, autonomous machines and weapons, the forefront tool for gathering information...the list could go on. Some see it as a threat some as the possibility of enhancing creativity when used properly.
I am currently writing a dissertation on LLM's in education, but this was a good refresher. In this module on the Foundations of AI, I gained a better understanding of how artificial intelligence developed over time and what core ideas it is built upon. I found it interesting to see how the field has evolved from its early beginnings to the powerful systems we have today. I plan to use this knowledge to think more carefully about the AI tools I use in my daily life and studies, and to approach them with greater awareness. I’m curious to hear what others learned in this topic and how they plan to apply it moving forward.
La IA tiene múltiples definiciones e interpretaciones. Puede verse como una tecnología digital, un conjunto de aplicaciones, un proceso de emulación de capacidades humanas, entre otras. Pero, de manera más general, la IA es una disciplina que integra las ciencias con la ingeniería para crear máquinas físicas (hardware) y abstractas (software) capaces de emular las capacidades cognitivas y físicas de los seres humanos.
Artificial intelligence is expanding as seen in self-driving cars and computers moving further in Machine Learning and Deep Learning. Neutral Networks and Deep learning drive cars and other automated manufacturing with greater reliability and capacity. Machine Learning (ML) can be supervised, unsupervised, or reinforcement learning.
En este módulo, aprendí que la inteligencia artificial no es solo una herramienta tecnológica, sino un recurso estratégico que puede transformar la enseñanza en entornos de aprendizaje virtual. Comprendí cómo la IA puede apoyar el aprendizaje personalizado adaptando el contenido, las actividades y las evaluaciones según el ritmo y las necesidades de cada estudiante. Además, me familiaricé con diferentes herramientas que ayudan a crear materiales educativos, analizar el progreso académico y proporcionar retroalimentación automatizada, lo que optimiza el tiempo del docente.
También aprendí la importancia del uso ético de la inteligencia artificial, especialmente en lo que respecta a la precisión de la información, la autoría y la orientación pedagógica. La IA debe apoyar el rol del docente, no reemplazarlo.
En cuanto a su aplicación práctica, planeo integrar estas herramientas en mis clases virtuales para diseñar actividades más dinámicas e interactivas, mejorar la retroalimentación para los estudiantes y fomentar un aprendizaje más autónomo. Asimismo, guiaré a mis alumnos en el uso responsable de la IA, promoviendo el pensamiento crítico y evitando la dependencia tecnológica.
I recently had a conversation with a friend that works in the energy sector, specifically he is a high ranking IT professional and we discussed the topic of data centers and their incredible energy needs. This inspired me to learn more about AI. This past module spoke of the processing chips and efforts that are being made to make the processes more efficient. From what my friend described, Data Centers operate as their very own Power Plants, but when the surrounding grid demands more power, these centers are required by law to provide it. I am eager to learn more. If nothing else, I want to prove to my friend I studied something in his wheelhouse
Advancements and breakthroughs in AI will revolutionize human civilization, however ironclad safeguards and protections must be built into it in order to prevent negative or undesirable outcomes that stem from such a powerful technology.
what I liked about AI is introducing techniques to help those students who have difficulties in learning subjects being thought.
Artificial intelligence can be used in the educational environment to create new opportunities for learning and development of new skills. With the advance of AI medicine and nursing will change and we need to be up to date with the latest technology.
AI is the new frontier for the globe. There is the potential for enhancing learning and time saving from the educator stand point. Of course there is some considerations that need to be accounted for and learning as a whole needs to adjust to include the use of AI. This will from educator training in AI and a robust system of lessons learned to refine implementationa and or use.
ive learned that AI has a ton of useful areas, especially in a learning enviorment
I learned different terms such as machine learning and deep learning. I also learned that there are levels of AI which I had not thought about before reading this material.
I learned that AI is a tool educators need to learn and incooperate in order for provide education in real fife simulationss and time.
I have learned about the different kinds of machine learning, primarily. I knew about the different levels of AI, but it was useful to review those again.
AI: Training machnies to be as smart as humans or smarter. So far, I love everything about AI, Chat GPT, fiinding answers to difficult questions...
AI is used for data and algorithms to help identify patterns, improve life or work performance, and make decisions over time.
AI seems like a useful adjunct for course learning, especially for skill-based learning so students can utilize simulations etc. It also seems like a beneficial technology for developing class content, grading, etc. I do think there should be boundaries and clear institution standards on the uses of AI.
REALLY great topic and LOVE the discussion(s) on it's use in the educational setting/realm. While I feel like I learned a great deal in this section, MUCH of it was WAAAAAAY over my head.
