Author : Prof. Sanjay Agal
Release : 2023-08-21
Genre : Architecture
Kind : eBook
Book Rating : 298/5 ( reviews)

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Book Synopsis AI IN EDUCATION: EMPOWERING LEARNING AND TEACHING by : Prof. Sanjay Agal

Download or read book AI IN EDUCATION: EMPOWERING LEARNING AND TEACHING written by Prof. Sanjay Agal. This book was released on 2023-08-21. Available in PDF, EPUB and Kindle. Book excerpt: With the assistance of artificial intelligence, which has the ability to radically revolutionize the educational system, the processes of teaching and learning may be made more successful. This may be the case for both teaching and learning. The ever expanding capabilities of AI make it feasible for it to develop personalised learning experiences, to streamline administrative operations, to improve student assessment, and to give teachers with crucial insights. In the field of education, the following is a list of significant areas in which artificial intelligence is making learning and teaching more possible: Individualized Instruction: The ability of artificial intelligence to analyze vast amounts of student data, such as performance, preferences, and learning styles, enables it to give students with the opportunity to participate in individualized learning. The material covered in a class, as well as its pace and level of difficulty, may be adjusted by intelligent tutoring systems to meet the needs of each specific learner. This leads to improved levels of involvement and understanding on the part of the students. Platforms for Adaptive Learning AI-powered adaptive learning platforms utilize algorithms that continually assess a student's progress and adjust the learning material accordingly. The name given to these kinds of systems is "adaptive learning platforms." These platforms either identify the specific areas in which students need further practice or present them with additional resources to assist them with their study. Because it caters to the specific requirements of each individual student, adaptive learning is able to maximize the educational advantages that it offers to their fullest potential. Intelligent Virtual Assistants Chatbots and other types of virtual assistants that are driven by artificial intelligence (AI) are available to provide students with rapid help. They are able to provide students with answers, explanations, and support, as well as send them in the direction of resources that are relevant to the situation. Intelligent virtual assistants make it easier to obtain more information and also promote individual study. 1 | P a ge Automated marking and commenting systems: Artificial intelligence has the ability to automate the grading process for objective tests, such as multiple-choice questions. This would free up the time of educators so that they could focus on more involved tasks. Techniques such as Natural Language Processing (NLP) make it feasible for artificial intelligence to evaluate subjective forms of assessment such as essays and provide students detailed feedback. The employment of artificial intelligence (AI) technology, which may assist educators in producing content of a higher level, may be of assistance in the production of intelligent content. They are able to generate interactive materials, develop tests, and pick resources in a manner that is congruent with certain educational objectives. Tools for producing content that are powered by artificial intelligence boost efficiency and help teachers generate interesting instructional materials. Analytics Predictive: Artificial intelligence is able to spot patterns and produce forecasts by analyzing huge volumes of data, which allows it to generate predictions about the performance of pupils, as well as their behavior and the repercussions of their activities. Educators have the ability to make use of these insights in order to intervene early and provide timely assistance to students who are having difficulty, so improving both retention rates and academic attainment. The terms "Virtual Reality" (VR) and "Augmented Reality" (AR) refer to the following: Virtual reality (VR) and augmented reality (AR) may deliver learning experiences that are both immersive and engaging if they are combined with AI technology. Students have the chance to expand both their theoretical understanding and their ability to put that understanding into practice in a range of domains by exploring virtual environments, carrying out experiments, and taking part in simulations. Making decisions based on the data provided. Artificial intelligence assists many stakeholders in the education system in making decisions based on data. The analytics made available by AI could be of use to administrators at educational institutions in recognizing trends, enhancing resource allocation, and improving operational efficiency. Dashboards that are powered by AI provide real-time information on the progress that students are making, allowing instructors to adjust their instructional strategies in accordance with the needs of their pupils.