Online Learning, also known as E-learning, has undoubtedly become an integral of the educational sector, especially with remote Learning being the current mode of learning for all educational institutions. Online Learning refers to the process of learning through the internet.
With the constant evolution of technology, adopting Artificial Intelligence and ML in online Learning is helping improve the overall efficiency of the e-learning process as modern tools provide connectivity across the globe while bridging the gaps.
Machine learning is a subdivision of AI and involves algorithms that predict the best possible outcomes based on the user data. The whole process is done autonomously by extracting data sets, evaluating them from the Learning Management system, and predicting what learners need based on their previous performance.
Many IT companies like ONPASSIVE are integrating AI and ML in online learning platforms to provide users with a personalized learning experience. ONPASSIVE’s “O-Cademy”, for instance, is an interactive e-learning platform powered by AI and ML technologies that helps enhance the learner’s skills with the latest content from all the subjects.
Benefits of AI and Machine Learning in enhancing Online Learning
Artificial Intelligence (AI) and ML, when integrated with E-learning, can have various benefits to enhance the overall online learning experience.
The following are few benefits of AI and ML in online Learning:
Personalized E-learning Content
Specific e-learning content can be provided to the learners based on their individual learning experience, and past performance as Machine Learning algorithms can predict outcomes. Online learners receive targeted recommendations when they exhibit a specific skill and enable them to build related ability and talent.
This helps them gradually build their required skill set. ML algorithms help deliver more personalized e-learning content and provide a more linear approach for people who lack basic knowledge, thereby advancing the online learning experience.
Automates Scheduling and Content Delivery Process
Many ML tasks, such as scheduling coursework and delivering online learning resources based on performance or e-learning assessment, are tedious and time-consuming. However, Artificial Intelligence (AI) takes over these operations and automatically generates unique e-learning course maps for each learner who enrols with your e-learning platform.
Better Resource Allocation
AI and ML algorithms provide the exact online resources required by the learners to achieve their goals as each online training resources are custom made according to the personal objectives of learners. Another benefit of AI and ML is a better resource allocation for your company’s L&D team.
They help to reduce the time spent by L&D teams on analyzing LMS metrics and graphs, enabling them to spend more time developing valuable E-learning content.
Improve E-learning ROI
When integrated with online learning platforms, AI and ML enable users to spend less time on e-learning or training process without the need to sacrifice desired outcome or results. AI-equipped software and predictive analysis track and forecast every move of each online learner.
Analyzing learners activities gives you the power of deploying online training resources according to the requirements. The practical data gained from Machine Learning algorithms help you bridge the hidden gaps of online training, thereby improving the E-learning ROI.
Increase Learners Motivation
AI and ML algorithms help enhance the overall learning experience and motivate learners by providing the most relevant content to build vital skills and accomplish their goals via e-learning. More advanced content increases learners engagement, thereby providing added motivation to reach their potential while participating in e-learning activities that resonate with them.
Therefore, Artificial Intelligence and Machine Learning are very beneficial in motivating learners by providing more personalized online training programs and course work to the learners.
Artificial Intelligence (AI) and Machine Learning (ML) are undoubtedly going to play a prominent role in the future of online Learning. Therefore, organizations need to take advantage of these technologies, stay a step ahead in technology trends, and utilize these technologies in their E-learning platforms and Learning Management Systems (LMS) to forecast AI applications and provide an excellent e-learning experience.