[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-117090-en":3,"doc-seo-117090-105":30,"detail-sidebar-cat-0-en-105":91},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"doc_content":15,"file_id":16,"file_url":17,"file_type":18,"file_size":19,"view_count":20,"is_deleted":4,"is_public":20,"is_downloadable":20,"audit_status":20,"page_count":21,"language":22,"language_code":23,"site_id":24,"html_lang":23,"table_of_contents":25,"faqs":26,"seo_title":27,"seo_description":14,"update_tm":28,"read_time":29},117090,962084926284,"Aurora","https://ap-avatar.wpscdn.com/davatar_29158cc5080c5b710cf443261637dec0",6,"Technology","Machine Learning - Enhance The Future Of Education","Education as a fundamental right has been reshaped by Covid-19, accelerating technological change and influencing both teaching methods and how students learn. The paper explains how machine learning, supported by artificial intelligence, can transform education by creating individualized lesson plans, generating feedback for students and teachers, and enabling early identification of struggling learners. It also highlights machine learning’s role in data-driven assessment, reduced bias, and improved learning environments through analytics and predictive models.","Journal of Advanced Zoology  \nISSN: 0253-7214  \nVolume 45 Issue 01 Year 2024 Page 1113:1116  \nMachine Learning Enhance The Future Of Education  \nMs.Sania Kukkar1*, Dr.Kalpna Midha2  \n1*Research Scholar) , Shri Khushal Das University , Hanumangarh  \nAssistant Professor, Tecnia Institute of Advanced Studies, [sssaniasachdeva@gmail.com](sssaniasachdeva@gmail.com)[ ](sssaniasachdeva@gmail.com)2Associate professor Shri Khushal Das University , Hanumangarh , [kalpnamidha@gmail.com](kalpnamidha@gmail.com)  \n*Corresponding Author: Ms. Sania Kukkar  \n*Research Scholar) , Shri Khushal Das University , Hanumangarh Assistant Professor, Tecnia Institute of Advanced Studies, [sssaniasachdeva@gmail.com](sssaniasachdeva@gmail.com)  \n\n| Article History\u003Cbr>Received:\u003Cbr>Revised:\u003Cbr>Accepted:\u003Cbr>CC License\u003Cbr>CC-BY-NC-SA 4.0 | Education is a basic right of every human being, it helps us to overcome problems in our daily lives. It helps us to understand the workings of the world and deal with any problems in our day-to-day lives. Education has undergone many changes due to the occurrence of Covid-19 which led to numerous technological advancements, which have affected the way teachers educate and the way students learn. One of the important events in the technology sector has been the occurrence or surfacing of AI and machine learning.\u003Cbr>It improves the prospect of education and improves the learning environment for the students. Machine learning has had an enormous influence on the education industry. Currently, Machine Learning has become one of the most lucrative fields in the IT sector. Machine learning is a revolutionizing technology that will transform the entire educational experience for teachers as well as students. Through machine learning, teachers can create a lesson plan based on the needs of individual students. It provides feedback based on individual students understanding of concepts and behavior. With the help of the feedback, the teacher will be able to recognize flagging students immediately and take appropriate actions by changing the lesson plan according to the needs of the students. Feedback is a vital part of every system. Here, the feedback is provided to both the students and teachers.\u003Cbr>Keywords: -Machine Learning, virtual assistant, Artificial intelligence |\n| --- | --- |\n\nIntroduction: -  \nMachine learning is a field of study committed to comprehending and developing a machine that can 'learn', that is, it uses prior data to improve the functioning or operation of a machine.  \nMachine Learning, with the assistance of Artificial Intelligence (AI), enables devices to learn from past data provided by users. The machine learning framework comprises acquiring and storing a large amount of information that can be used by a variety of users in many industries.  \nAvailable online at: [https](https://jazindia.com)[://](https://jazindia.com)[jazindia](https://jazindia.com)[.](https://jazindia.com)[com](https://jazindia.com) 1113  \nJournal of Advanced Zoology  \nSelf-driving automobiles are not far off in the future, thanks to machine learning. Machine learning can be used in a variety of domains, including pattern identification, education, computer vision, bioinformatics, and natural language processing.  \nMachine learning has emerged as a new educational frontier. It has the potential to change the way education is delivered. Education progresses on a daily basis. There are no longer just students in a classroom, staring at their notebooks while the teacher instructs. The modern classroom makes considerable use of digital resources and places a strong emphasis on machine learning. It promises to provide tailored in-class training based on student behavior and other characteristics. This raises the chances of better learning. Machine learning is also beneficial in assessment and evaluation since it reduces prejudice. Machine learning is a newer technology that is vital to artificial intelligence and human connection.  \n1. Edu","cbCaijYjA4KZb7WN","https://ap.wps.com/l/cbCaijYjA4KZb7WN","pdf",353239,1,4,"English","en",105,"# Introduction\n## Education Science in Machine learning for educational research\n## Enhance Machine Learning in Educational Area\n### Automated Assessment in Machine learning","[{\"question\":\"How does machine learning improve the education process after Covid-19?\",\"answer\":\"Machine learning supports the shift toward technology-enhanced learning environments, improving how teachers deliver instruction and how students learn through data-driven approaches.\"},{\"question\":\"How can teachers use machine learning for personalized lessons and feedback?\",\"answer\":\"Machine learning can create lesson plans based on individual student needs and provide feedback based on students’ understanding of concepts and behavior, helping teachers adjust instruction and address difficulties quickly.\"},{\"question\":\"What is the significance of data-driven predictive models in educational research?\",\"answer\":\"Large amounts of student-created data from online courses can be analyzed using predictive models to test educational hypotheses, support evaluation of curricula and course effectiveness, and guide improvements to the education system.\"}]","Machine Learning - 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