It’s, not the teaching, it’s the learning!
Technology made it easier to focus on education with flexible online learning environments allowing students to learn from the comfort of their homes and a schedule that fits their needs. With the situations that made it difficult to continue going to the campus to pursue education, online learning became the NEW NORMAL.
Impact of COVID19 on the education system
UNESCO’s figures refer to learners enrolled at pre-primary, primary, lower-secondary, and upper-secondary levels of education as well as at tertiary level. 1,379,344,914 students or 80 percent of the world’s learners are now being kept out of educational institutions by country-wide closures. Another 284 million learners are being affected in some way by closures at a localized level, such as those seen in U.S. states like California and Virginia. 138 governments have now ordered country-wide closures of their schools and universities.
Connecting via a good internet is still a problem for approximately half of the world’s population (some 3.6 billion people). This means that at least 463 million or nearly one-third of students around the globe cannot access remote learning, mainly due to a lack of online learning policies or lack of equipment needed to connect from home. Most students do not have the appropriate connectivity, device and digital skills required to find and use educational content dependent on technology.
According to UN estimates, nearly 500 million students from pre-primary to upper-secondary school did not have any access to any remote learning—three quarters of those lived in the poorest households or rural areas. This enormous digital divide shows how connectivity has become a key factor to guarantee the right to education. Digital skills and learning must be incorporated into education systems in order to address the injustice of the digital divide. This crucial issue is among many currently being debated through UNESCO’s Futures of Education initiative, a global conversation to reimagine how knowledge and learning can shape the future of humanity and the planet. The report is due to come out in November 2021.
Remote learning: Backed up by technology
The popularity of online learning is a trend nowadays. With more flexibility and self-directed options to access the same instructions just as traditional learning makes it easier and effective for the students to focus.
In basic terminology, Online learning is a type of learning that takes place over the internet which is not limited to a course or degree whereas remote learning irrespective of the fact that it happens online still creates a classroom environment through the computer which means that the student logs in to a virtual classroom. This is done on scheduled timing to view the lectures and participate in group learning activities.
Recognizing the importance of remote learning with the inclusion of technology is a vital element. UNESCO had launched a hackathon with the theme, ‘‘AI for Earth’ and all activities were linked to the relevant United Nations’ Sustainable Development Goals (SDGs). Across two days, participating girls undertook practical exercises focused on how AI can be used to better understand sustainability – particularly climate change and biodiversity loss. As its outcome, the girls learned different AI prediction modeling and techniques, such as decision trees and random decision forests. They also learned about data collection, data cleaning, image classification algorithms, and statistical testing.
Artificial Intelligence aiding remote learning
AI could become a really big part of virtual learning and at-home learning, but that takes time with respect to the implementation. For many of the educators, they’re just dipping their feet into how this would work. Having a virtual tutor is something that is becoming more and more in the conversation of AI, but it is not something that is easily becoming the new normal. There is an essential need to educate the lesser known about the advantages of using AI-driven learning.
It is because of artificial intelligence that educators today are able to provide a personalized learning environment to the students. The researchers have developed systems that can automatically detect whether students are able to understand the study material or not.
Chatbots can offer a huge value here by helping the students during the admission processes can further be used to provide them all the necessary information about their courses, its modules, and faculties. The bots can also act as campus guides and help the students as they arrive at the campus. They can help the students find out more about the scholarships, hostel facilities, library memberships, and so on.
Technology has enabled the students to get everything instantly. Whether it is sending an email, posting a picture, searching a place, or even finding online assignment help, everything can be done in just a few clicks.
At a place where AI and Chatbots can be used to make the learning process more engaging and interesting for the students, they can also be used to facilitate the teaching process. They can help in reducing the workload of the administrative staff of the educational institutions. As a result, we can expect an immense growth of the education sector, beneficiary interactions between the students and the teachers and a superior classroom environment. It would not only enhance the students’ learning, but would foster vision, resilience, and inquisitiveness among them. What do you think?
Pluto7 works exclusively on Google Cloud. We know customers have a lot of data available, however, this data lies in Silos. Pluto7 helps the customers enable different Data Management processes and Smart Analytics framework to unify their data, move it to Google Cloud, and make it ready for AI & ML applications. We help customers draw a journey map from their current state to the future vision state in terms of digital nativeness. Our ML solutions help customers solve many of the supply chain problems right from Sentiment ML to Education ML.
We would love to have a quick chat about this if you are interested.
Artificial intelligence (AI) is quickly changing and improving the manners in which ventures like medical care, banking, energy, and retail work. Nonetheless, there is one industry specifically that offers unbelievable potential for the use of AI advancements: EDUCATION. The chances and challenges that the introduction of artificial intelligence could bring to Higher education are critical.
Personalized learning refers to instruction in which the pace of learning and the instructional approach are optimized for the needs of each learner. The goal of personalized learning is to plan a piece of effective information obtaining track that coordinates with the student’s qualities and sidesteps shortcomings to eventually meet the ideal objective. This idea arose quite a long while back and is being adopted by a quickly developing number of educational organizations all across the globe.
Approaches towards Personalised Learning
There are few key approaches toward personalized learning:
Need for Personalised Learning using Artificial intelligence
Innovation is a fundamental piece of human advancement. Regardless of whether it be sticks, stones or cell phones, tech has permitted us to dominate in our surroundings. With tech getting more pervasive and study halls being digitized, the upsides and downsides of artificial intelligence have been the focal point of many discussions among education and tech specialists.
Virtual Reality Learning: VR-assisted learning takes into educational support help in authentic conditions and expands the limits of the classroom. Realistic immersion in virtual conditions can give students a more extravagant comprehension of the material. This will likewise go about as a stepping stone to certifiable encounters, with completely coordinated AIs, people will utilize machines for space and sea investigation, fraud identification, information the executives, job training, and precision procedures.
Intelligent Moderation: Intelligent Moderation allows human tutors, moderators and teachers to analyze the data produced by large groups with the assistance of AI techniques like machine learning. In turn, educators can be more efficient in the classroom.
Dynamic Scheduling and Predictive Analysis: By using predictive computing, AI can learn students’ habits and propose the most efficient study schedule for them. This is a benefit for the customer service agent, medical intern, or anyone who does repetitive or laborious tasks; a machine won’t get bored, tired or need a break and should the machine encounter a problem or question out of its programming a human will be contacted to step in.
Machine Translation: Machine translation is faster and more efficient. While today’s translation apps are not as accurate as human translation. Machine translation has the potential to bridge the language gap for many second language students and makes the learning process easy for them.
ITS (Intelligent Tutoring Systems): It is not some far-off vision of the future. It is an already existing system in a practical capacity. While far from the norm, they are capable of functioning without a teacher having to be present and can effectively challenge and support the learner using different algorithms.
Learning is a never-ending process. Apart from the few listed advantages, there is much more to learn and understand this vast technology. Collective intelligence can improve and begin to create machines that are more human-like in terms of abilities and strategic decision-making.
Having worked with different educational institutions like University of New Mexico, University of Southern California, Temple University, and many more we realized that there is a gap between traditional ways of learning and personalizing it with machine learning. The use of advanced technology has been a boon especially if you talk about the current scenario. We have a team of experts who with the help of machine learning capabilities can build a speech recognition system that can be used by students and teachers.
With our Education ML solutions, we are specialized in creating an adaptive learning technology for higher education to understand the gap in student’s understanding and provide relevant help at different levels.
Talk to our experts to get a deeper understanding of Education ML and how to implement these solutions to make a better learning environment.
Pluto7 Marketing Team
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