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How Machine Learning Can Improve The Education System

Artificial intelligence (AI) and machine learning (ML) are at the heart of the digital revolution. Many industries, such as education, logistics, healthcare, and retail have begun to add emerging technologies to their game plan.

Machine learning, a subset of artificial intelligence (AI), is becoming increasingly popular and is gaining acceptance in almost every area. Machine learning is a field of inquiry devoted to understanding and building methods that ‘learn’. That is, methods that leverage data to improve performance on some sets of tasks. It is a branch of artificial intelligence. 

Machine learning is becoming increasingly important in many areas. Here, the technology will perceive the data and its structure to provide useful insights. 

Higher education needs to improve the experience of students, faculty, and staff. This can be achieved by using new technologies. It can bring about remarkable positive changes in this area. In this article, I will explore a few ways in which machine learning can help to improve the education system.

Efficient machine learning can initiate:

  • Personalization Learning Experience

The introduction of machine learning in schools transforms traditional learning methods with physical books into online learning. In addition, the teacher never has to keep records of each student. A good tech solution can deliver the concepts and set goals for each student. The purpose of this function is to help a teacher to follow and observe each student in the class. Therefore, a teacher can see and judge which methods work or which do not work well and what needs to be changed in the program to make the job easier.

  • Student Path Prediction

With the development in technology, education institutions need to choose a very good technology solution that can help in managing students’ lifecycle. Based on the daily actions of the students, it helps in recognizing their weaknesses and working on their improvements in a better way.

  • Automated Processes

Through machine learning, educational institutions can attain automation. Automation for teaching, learning, and overall institutional management can lead to improvement. It also improves student lifecycles and motivates them to complete academic and non-academic activities with ease.

  • Chatbot Integration

With the expansion of technology in the education industry. Institutions can optimize modern techniques like chatbot integration. A chatbot integrated with a mobile application and portal on its own can help all the stakeholders and enhance its usefulness.

  • Performance Feedback – students  & teachers

Not only do the machines aim to show the students’ level they also provide feedback through analysis of the data and their recent work. The machines are based on the student progress analysis program. The same procedure will apply to teachers so that a teacher can also know where to change their work. During this time, students learn about their knowledge gaps, areas where improvements are needed, and methods to get better results.

Conclusion

Machine learning is a new way to accelerate progress in the education system. This allows students to make the learning process more entertaining and challenging through AI technologies. With increasing class sizes, machine learning can help teachers pay more attention to each student. This will take our education system to a whole new level as schools introduce it into their programs. With the improvement of machine learning technology, the impact on the education system will be even greater. And we hope for a positive effect on the future of education.

Modern trends of education and technology in a sustainable future

Stemming from one of the pillars of the United Nations 2030 Agenda for Sustainable Development, quality education has taken a central stage. The agenda talks about equitable quality education that promotes lifelong learning opportunities along with inclusiveness. The overall goal is to connect the general trends affecting education in the information age. 

But why do you think sustainable development is talking so much about quality education? Shouldn’t it focus on the environment and the relationship between human development and its effect on nature? Well, after long research it was established that sustainable development cannot survive without social and cultural reforms and education plays an important role in building newer perspectives. Hence, sustainability cannot thrive without needling itself in the fabric of education. 

But to execute a change on a global scale is challenging. Education is one of the oldest industries and since digitalization has not fully penetrated into the working of education institutes it requires a major shift in the focus. As a result, the entire world is changing its policies. 

Furthermore, lifelong learning is centrally aligned with the concept. This global reform aims at being more agile in its approach. This global thought leadership has brought in trends of changes that we would like to discuss today.  

  • Information Technology 

Communication, connectivity, collaboration, transparency, and so many other things are amiss still in many educational organizations. The reason is their dependency on redundant methods of administration, management, and execution of academic activities. To counter that, education technologies are hustling to make technology and solutions cheaper. 

With a major focus on making technology user-friendly, technology partners are researching the industry to understand the digital literacy of the population in focus. Solutions for all the stakeholders in the ecosystem – Students, Faculty, Administrators, and Parents are available easily in the market. 

Edtech, digital learning, learning management systems, ERP, and other trending technologies have become an integral part of many institutes. Artificial Intelligence, Augmented Reality, Machine Learning, BigData, and Business Intelligence are being used to improve knowledge retention, student experience, student retention, and better student outcomes. Directly and indirectly, institutes are enjoying ample benefits from these technologies. 

But most of all global policymakers are aiming at digitalization because it gives them an opportunity to bring the world together and propagate the best practices for achieving sustainability goals. 

  • Change in aims and objectives

From implicit to explicit, the focus on skills has increased massively. It is not just a benefit for the students that are immediately “hire-ready” on passing their exams but it is in the interest of the world too. The more skill-based education is provided to the students along with their responsibilities to a sustainable future, the better outcomes are going to be achieved in the near future and future. 

Policymakers are ensuring professional responsibilities along with creative, strategic, and analytical thinking are taught to the students to build a better future. They want people to think of things in terms of the world, not just individual gains and losses. Promoting the participation of youngsters in achieving these goals is ensured through increased access to knowledge, availability of knowledge material in contemporary formats, and increasing collaboration and open communications through free forums and communities.

  • Education sustainability

Till now we have talked about the use of education to achieve sustainability goals. Now we should talk about educational sustainabilities. Educational ecologies are frameworks that are brought in place to promote education sustainability. It is a major shift in the current education curriculum. The ecologies provide an in-depth change in the content to improve the context of learning and align it with global goals. 

Furthermore, these ecologies are not just focused on classroom education at schools and universities, it also aims to penetrate training institutes and alternative education sources. Leaving no stone unturned, policymakers are focusing on all the prominent media and the changing infrastructure of the schools, colleges, universities, and training institutes to digital. 

Wrapping Up 

Education plays a crucial role in the lives of people. It nurtures inclusiveness and promotes shared goals that the world focuses to meet. When we talk about sustainable development, a lot of changes have to be done, not only in terms of policy and processes but also in terms of social, economic, and cultural reforms. To attain this education has changed drastically. And thus modern trends have been introduced to drive the education industry towards meeting better goals. 

Impact Of Globalization In The Indian Education Sector

Education is the backbone of any nation. It helps the population develop itself and attain skills to represent the nation in a global job market. This is a very big reason why nations around the world make large investments in the education sector. Apart from its apparent role in improving the financial status of people, education has a multi-faceted approach to transforming the lives of people. 

Indian Education System

The education ecosystem of India has come a long way from gurukuls to modern educational institutes. We can definitely say that globalization has a big role to play in it. For centuries globalization has led to the progress of the world. It has changed the way we travel, trade, migrate, spread information and cultural norms, disseminate knowledge, and more. 


Needless to say, the Indian education system we see today is an amalgamation of decades and decades of globalization. Today, the Indian education system is composed of three components — Primary education, Secondary education, and Higher education. 

In the current scenario as well, the Indian education system is changing with the impact of globalization, liberalization, and privatization. This exchange is helping it become competitive and evolve in all spheres. This includes conquering the three biggest challenges of the Indian education system — expansion, excellence, and inclusion. Also, globalization has led to a shift in focus from traditional and cultural education to more emphasis on scientific and technological education. 

Impact of Globalization on Indian Education

It is an undeniable fact that countries that were emerging from poverty and weak economic structure had a great reliance on the private sector for providing education. This has led to some degree of commercialization of the education sector, thus making it an industry. 

With this, globalization is giving way to a free market philosophy, and that too explicitly. Commercialization of the sector has led to a spike in specialized institutes offering skill-based education. In view of globalization, many universities and colleges have started to up their education offerings – beating government institutions. This did increase the interest of students to study in private institutes. However, once the institutions start self-financing, there are no breaks or government provisions available to benchmark the prices they are putting on the courses. Meanwhile, the government struggles to keep up the quality of education and make education affordable. 

In this disparity, education becomes more accessible to the top layer of society, ignoring the need to uplift the social and economic status of people from all walks of life. As the job market becomes more narrow and precise about the skills it entertains, the polarization between the elite and non-elite becomes more and more apparent. 

Growing competition for seats

Meanwhile, there are entry barriers for the non-elite in the private institutions imposed due to the price factor; the number of available elite institutes adds up to another. There are very few globally accredited or recognized institutions, and hence there is very high competition among students for each seat. This has resulted in students looking for education opportunities abroad. 

Furthermore, universities and institutions abroad see India as a great market opportunity. They are likely to bank up the long-standing issues in the education sector and want to partner with Indian universities to increase their profits. 

Other challenges 

One of the biggest problems with the education sector in India is the mindset itself. The nation seems to still work on the principle of producing workers and industrial laborers. In short, they do not focus on knowledge workers but rather are happy with their image of being service providers. For India to combat the race of globalization, they need to change its viewpoint and make some informed decisions about changing its curriculum. They must keep evolving their curriculum to match the market. 

Some of the other challenges imposed by the globalization of education are: 

  • Faculty shortage
  • Quality of education 
  • Incentive structure

Talk to our education ERP product experts

Outcome Based Education

Education Is Wisdom And Wisdom Is Required To Modernize Education

Education is one of the greatest needs of the day. An upgraded and student-friendly curriculum which is also closely connected with the practical needs of the day is indispensable for the survival of the fittest.

The scenario of education has broadened in the past few years. Now…..it is no longer confined to the four walls of the classroom or for that matter four walls of the school itself. The education has evolved from the primitive times beyond leaps and bounds. From the era of Gurukul to the current era of international schools, education has gone through different phases of revolution. When we talk in the context of India, the transformation is quite evident. We earlier had only state-boards, ICSE and CBSE boards. Gradually the idea of public schools set in. The Gurukul evolved into day cum boarding schools where students experienced overall and holistic development. Globalization entered into the education industry as well. Foreign exchange programs, the Cambridge board, and the International Baccalaureate bridged the gap that existed on account of cultural differences. Education is another term for integration, an integration of thoughts, morals, cultures, and passions thereby making the world a better place to live in.

Education Modernization through ERP

Change as they say is the law of nature and henceforth this law is equally applicable to academics and education. It is for this reason that it has changed significantly with the change in time. The idea of education is not to make the students book smart thereby enabling them to earn a living but to make them street smart thereby preparing them to fit for life.

In the thoughts of Robert Frost, “vocation and avocation must be combined”. Vocation refers to the job and avocation is the hobby. The present-day education system intends to do the same. It enables the student to identify their latent potentials and passion for which they have a flair culminating them to integrate those passions into professions, which is what we call vocational education.

Being educated and being literate are two different things, although literacy being a part of education. When one gets literate, he safeguards himself, whereas when one gets educated, he safeguards others thriving in the same society. Education is a dynamic phenomenon where stagnation must never set in if we want to evolve over time. Modernization and up gradation are two accompaniments of education without which the academics would perish.

The success of any major phenomenon is evaluated in terms of the quality of output it generates. The same happens in education too. The number of students that have been successful in their endeavors has been consistently on a rise. So many new avenues of professions have been generated. One major branch for say engineering has emerged into so many branches further and the same has happened with other professions too. This is what we call specialization and it has created a buffet of professions where one makes his own choice. This is how education has helped and fostered the young generation to make wise choices. Education is wisdom and wisdom is required to modernize education.

Why ERP Software Became a Compelling Necessity for Education System?

Obviously, it had to be. In this growing world and on the edge of the internet, automation is more of a necessity than a luxury. Its pretty much clear that imparting of education has also evolved in a matter of years, definitely for better. Ease of communication, the speed of the internet, and automation provided by ERP have been a big part of this. Let’s discuss further over it that how these essentials elements are helping create a difference in the world and specifically in education sector all over the world.

why erp-how education erp benefits-how to choose erp for your institute-best factors of ERPManagement has always been a complex task. Technology can improve institutional management to help deliver a better learning experience to students. The perfect ERP solution can simplify and improvise the process. Here are some ways in which one might benefit and a look at some of the potential challenges.

1. Centralization

One of the best factors of ERP is that it will help you create centralization of the information of overall institute or university. Access to data of overall institute at one single place brings inefficiency. Institutes have started shifting towards this kind of management systems. Education ERP software makes it possible to maintain and share all the stored data across various departments easily. Information can also be updated in real time by faculties, students, or institute staff members, and can be accessed from anywhere. In addition to that, information can be managed more securely with an enterprise software since it allows institutes to provide controlled access to stored information person to person according to their designations. Education ERPs can also help you centralize the management of data for resources like your institute’s library, accounting etc.

2. Resource Management

Managing resources for institutes and universities is a big task to be handled which can be easily done by ERP solutions. It can allow you to track all the utilities available in the institute and therefore keep a real-time overview on it. Most institutes report that by using Educations ERPs the functionality of task gets optimizes. Not only this, but the automated generated reports give a clear and transparent view of resources and hence will help in management really well.

3. Simplified Accessibility

A common platform for all students and faculties to share assignments, task etc and submission as well. Declaration of results can also be done through this platform which helps in the ease of mobile access. It can further make tasks such as student admission, fee payment, course enrolments and registrations faster and less cumbersome. A side bonus is that by eliminating a lot of the paperwork that is involved, institutes are cutting down on mailing costs. And finally, many educational ERP software support online payments making an institution’s accounting more organized and streamlined.

However, it is difficult for institutes to transform their manual processes to complete automation but honestly, that is what is needed for an institute to succeed as of now. These ERPs are definitely a big and thoughtful investment but surely should be chosen.
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Academia: Class Attendance using Biometric Devices Solution

In this competitive world of education, everyone is busy with their work, whether students or teachers. Edtech tools associated with an ERP like a biometric attendance recording system can help in managing precious class time efficiently, it helps in keeping the focus on the right path that is towards teaching and learning instead of sticking to daily duties of maintaining attendance properly. 

An Education ERP software can help institutions, students, and faculties in having a systematic attendance marking using the biometric student attendance system that can eventually help in keeping the right focus on other important tasks of the institution. Let’s discuss how class attendance can become so convenient using the solution and procedures of the biometric device.

What is a biometric device and how can it make attendance marking easier?

A biometric student attendance system helps institutions to record, manage, & compile attendance efficiently and systematically. Along with recording attendance, it enables faculty to generate 100% accurate student attendance reports having the right track on every single piece of student attendance information. 

Why is a biometric student attendance system beneficial for educational institutions?

  • Real-time tracking 

School biometric attendance systems can track students’ movements in the institution. Institutions must opt for a system like this that can eventually help in systemic administration. A biometric attendance can help institutions track students in real-time i.e., their exact time of check-in and check-out. 

  • Restriction to fake attendance 

In manual attendance marking, it is always easier to mark the fake attendance of the students. Any person like monitors, other students, teachers, or staff sometimes tries to fudge the attendance marking in the main register. This leads to unfair decision-making by the institution. Biometric marking makes this process crystal clear, as the biometric identify the unique fingerprints or any other mark of the human body which is irreplaceable and can not allow any fake marking. 

  • Easy and convenient 

An RFID and biometric school biometric attendance system provides an easy & convenient way to track student attendance by check-in and check-out times. Biometric software does not require much technical knowledge to access this device so students/teachers/faculty can easily use the device with minimal practice and perform day-to-day tasks easily and efficiently. 

  • Time-saving 

A biometric student attendance system can track the attendance simply when the student punches in or out, cutting down the time to track the student attendance. It tracks the attendance of students in seconds which reduces so much time for teachers and other staff that is impossible with the register method that creates various data errors. 

  • Reliable 

As discussed in the above points, everything in an educational institution remains clear and reliable, but in manual processes, sometimes, processes get malfunctioned that directly interfaces the reputation of the institution, so small steps like automation of attendance processes lead to creating bring reliability in the institution in many ways. 

Features of a school biometric attendance system 

  • Attendance marking at fingertips 

It is one of the best features of having a biometric attendance system, it provides attendance marketing at the fingertips for students and everything in an educational institution must remain faculty as well. Old were the days when attendance was taken over pen and paper, now automation allows every single person in an institution to mark attendance with an accuracy of each second and day, it also avails faculties to calculate average attendance ratio which was earlier a long and hectic process. 

  • Keeps everything transparent among teachers, students, and parents 

Attendance is one of the most important things that everyone in the institution from parents, faculty, and students needs to track. The biometric attendance recording system associated with an ERP provides a mobile app and portal that keeps track of all attendance from anywhere and anytime. Parents can also track the attendance of their kids to analyze whether they are attending the class on time and likewise, students and teachers can check the attendance as per their needs, and the best part is the mobile app also allows students to mark their attendance through the mobile app as the authority given by their administrators, this feature proved best while most of the world was online due to the COVID-19 pandemic. 

Why only Academia for the biometric student attendance system?

In this digital world, technological improvements are the need of the hour, institutions thinking to be ahead of competition must understand the importance of an attendance management system. Academia provides one of the best and robust biometric student attendance system integration which provides customized, effective, and efficient management of attendance. Not just the attendance, Academia ERP provides a systematic arrangement of all the academic and administrative operations of an institution making everything easy, fluent, and proper in any way. 

So, What’s Next?

Hope you liked the blog and understood that an attendance management system with a biometric device is essential for your institution. If you are thinking of knowing more about it. Let’s discuss it in more detail. Request your demo now! 

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