Learning and keeping oneself updated with the latest skills and knowledge will always help us grow faster in any domain of work. Organizations unanimously understand the importance of regular training and skill-building programs; it helps them boost the morale of their employees and multiplies the sales of their organization. Personalization and adaptive learning have produced immense value in the e-learning sector.
In the present scenario, adaptive learning has become even more crucial as it helps to give personalized attention to every employee, irrespective of their location. Trainers cannot always be available to help the employees with their doubts. Though adaptive learning existed even before the onset of COVID-19, it gained immense popularity in this last year. Let us understand more about adaptive learning.
What is Adaptive Learning?
No two humans are alike. Two employees working in the same department with the same skill set require two different training programs as each has their abilities to learn. If these employees are given the same training content within the same period, it can become counterproductive for at least one of them. Both employees have their own pace and may or may not have basic knowledge on the topic. When your employees have access to identical content, they will not accomplish their full learning efficiency.
To solve this problem, ensure each employee should have unique content based on their abilities and skills. But we understand that it is difficult to handle and takes a lot of time and effort. To make this process easier, we have Adaptive Learning. Adaptive Learning uses Artificial Intelligence to analyze each learner’s capabilities and needs. It then aligns the course pathways to suit them in real-time.
For example, if a learner has good proficiency in Java, then adaptive learning will skip or shorten the lessons on this topic as such learners would not find the content challenging.
Steps to implement adaptive learning
So far, we have seen the importance of adaptive learning. Here are the steps to implement adaptive learning in your organization –
Set the Stage
The most important part of any personalized learning is to choose the right environment. It has become quite difficult to provide training in the workplace like before. This is primarily because of rules like social distancing. Learners need to be given flexibility when and where they can attend their training and on which device. Undoubtedly mobile-friendly content will work like a charm as everyone owns a smartphone and can begin the training with a single click.
Also, by enabling learners to train through tablets and smartphones, you can ensure that they complete their training on time. This makes the whole learning process more effective. Organizations can also take advantage of a Learning Management System (LMS) and its different features like customizable learning paths. All your employees will have the same content, but each employee will acquire a unique skill set and a fantastic experience.
Gather Information about Each Learner
The next step is to start assembling data about different learners so that the obtained information can personalize every learner’s experience. Organization can opt for an LMS equipped with machine learning algorithms that keeps collecting and learning new information on the go. Such LMSs can collect the data based on user’s search terms.
Let’s consider a hypothetical example. Suppose a learner regularly searches for a digital marketing course and also subscribes to one of them. The learner scores very severely in assessment related to Instagram marketing and scores very high in the one related to Facebook. The system captures this data and deduces that the learner is not very strong in Instagram marketing. The next time the learner searches for a digital marketing course, the system returns a course with more information and Instagram assessments.
These data should be made available for the organization in its analytical report. Using these reports, the content management team can constantly evolve the courses. The organization can also collect information about the learner through surveys, feedback forms, polls, and other data like learner engagement and content use.
Identify and Eliminate Knowledge Gaps
Data is a powerful tool. There are 2.5 quintillion data bytes generated per day per person. The organization should pull all the available data from the LMS regarding individual employees, convert it into valuable visualizations (that will be easy to read for others), and finally identify its strengths and weaknesses. This will help to deliver the right content to them. The content should ideally fill the employee’s knowledge gap addressing the weaknesses. External data on job performance can also be imported for a more targeted process of eliminating the knowledge gap.
Adaptive Learning has been growing steeply in the past few months. Next-gen LMS providers like KloudLearn help you offer a personalized learning experience to your learners. Use the powerful analytics engine of KloudLearn to generate rich reports that help you identify the learners’ strengths and weaknesses in minutes. Use this information to offer tailor-made courses to your learners.
Want to know more on how KloudLearn can help your training needs? Contact us today.