Online courses often face a significant challenge: they deliver the same set of content to all students, leaving little room for feedback, modifications, or adaptations along the way. This one-size-fits-all approach can make learning feel less engaging and effective, as it fails to accommodate the diverse needs and preferences of individual learners. Thankfully, advancements in technology, particularly in Artificial Intelligence, are changing the game.
AI opens the door to personalized learning experiences that can be tailored to each student’s unique style, prior knowledge, and skill level. By adapting course paths based on real-time progress, AI has the potential to revolutionize online education, making it more responsive and impactful for every learner.
The Impact of AI on Personalized Learning
Every learner processes information differently and at their own pace, yet the once-size-fits-all approach dominates many educational systems. In this scenario, AI, which has been revolutionizing our lives in nearly every scenario in the past year, has an opportunity to change the game and customize learning experiences.
Through AI, course creators can now create study plans and curriculums that adapt to students and their progress, allowing for real-time adjustments to content, difficulty levels, an even the pacing of learning materials.
Best Ways To Leverage AI for personalized learning
Adaptive Learning Paths
One of the standout benefits of AI is its ability to create adaptive learning paths. AI-driven systems can analyze students’ learning patterns, identifying their strengths and weaknesses to customize content accordingly. For instance, these systems can recommend the next lesson or course, suggest supplemental resources for struggling students, and challenge advanced learners with more rigorous materials. This ensures that learners remain engaged while working on tasks that push their boundaries without overwhelming them.
AI Feedback
AI-driven feedback systems allow course creators to analyze students’ results, provide targeted support when students are struggling, and praise them for outstanding performance. Since AI tools can analyze students’ behavior in real time and provide insights, instructors can intervene promptly and address learning gaps before they cause more significant issues.
AI Tutoring
Perhaps you don’t have the resources to offer your students one-on-one tutoring as a part of your online courses, but that’s where AI comes in. AI tutors are not only a more affordable solution, but they are also available around the clock to answer questions and solve problems.
eLearning Analytics
AI also plays a crucial role in eLearning analytics. AI can offer teachers valuable insights by collecting and analyzing student performance and engagement data. This enables instructors to tailor their support to individual students and prevent academic setbacks before they occur. With the correct data in hand, teachers can make informed decisions to adjust their teaching strategies in order to meet students’ needs.
Success Stories
Khan Academy
Khan Academy is one of the biggest eLearning providers that has started implementing AI to offer personalized learning experiences to its users. It has now implemented Khanmigo, an AI-powered personal tutor and teaching assistant, available to students for as little as 4 USD/month. Not only does Khanmigo provide students with real-time feedback, but it also helps them prep for tests, challenging them to find answers independently to test their knowledge. This means that, unlike other AI tools like ChatGPT, this tutor will not give your students an answer straight away but simply guide them to find the answer and learn in the process.
Gamification elements are integrated since students are rewarded with points for completing learning activities, which they can then use to customize the look of the Khanmigo avatar.
eSpark Learning
eSpark learning is another example of AI’s potential. Its platform leverages AI to curate personalized learning experiences for K-8 students, identifying the specific needs of each user. Through their different activities, students are presented with distinctive choices. Students then select their preferred themes, topics, settings, and character names. Using this input, eSpark’s generative AI creates a customized reading passage on the spot, which becomes the core of their lesson.
Following their personalized reading passage, eSpark generates tailored assessment questions based on the generated content, according to the standards the teacher wishes to evaluate.
Additionally, students can interact with a character called “Willow,” that acts as their learning tutor.
Duolingo
Duolingo, one of the biggest names for learning languages online, is also using AI to improve its offerings. They have incorporated OpenAI’s GPT-4 into their platform to offer students conversational practice that mimics real-life conversations, allowing students to learn faster. Additionally, Duolingo adapts its lessons based on each learner’s proficiency level, ensuring a tailored learning experience that meets the needs of both beginners and advanced learners.
Querium StepWise AI
Querium is an eLearning platform, available in both English and Spanish, that helps students master math. Querium has an AI component called StepWise AI that acts as an online virtual tutor, providing feedback to students as they resolve problems step-by-step. It can even report on errors in real time and give students hints to resolve questions. Stepwise also generates individual learning paths for each student according to their progress.
Wiley Knewton Alta
Knewton Alta is a courseware that offers a variety of courses that personalize the learning experience based on each student’s performance. It creates a customized learning path for every student, starting with their assessments, in which it offers immediate and detailed feedback for each question. Throughout the course, Alta will present students with learning materials and resources according to each student’s needs and proficiency level.
Additionally, Alta can identify when a student is having trouble grasping a concept or falling behind. If a student encounters difficulties, Alta swiftly identifies the issue and provides targeted remediation through customization of the student’s learning path. Alta also includes a Review Center, where students will find personalized study plans based on their learning history.
As if that weren’t innovative enough, Alta implements predictive analytics to give instructors valuable insights into student preparedness before exams by analyzing their performance on adaptive homework assignments. This way, problems can be addressed before exams fail.
Tools To Check Out
Quizizz
Quizziz is the ideal tool to generate lessons and quizzes using AI. To get started, you must upload all your teaching resources, such as your docs or PDFs, copy-paste text, or add links to public websites, and then let Quizizz generate questions for you.
Once your assessment is built, Quizizz can help you analyze what concepts your students struggle with based on quiz performance. Based on this information, Quizizz will generate practice quizzes for these concepts and assign them to the learners who need the most help.
Eduaide AI
Eduaide Ai is an educational tool that helps teachers generate personalized content based on students’ needs. As a full AI solution, this tool will help you generate over 150 different kinds of resources and materials based on your students’ needs. Plus, it can revise and remix your generated content to best adapt to learning requirements.
Eduaide includes a bot that can instantly generate student feedback using their built-in rubrics or any rubrics you import. It also helps create quizzes using AI through its assessment builder, tailoring question difficulty, language, tone, and more.
AI for personalized learning
Incorporating AI into your online courses not only enhances the educational experience but also empowers students to take charge of their learning journeys through a more personalized experience. By leveraging AI-driven tools and best practices, educators can create fun and adaptive environments that cater to individual needs. If you are looking into implementing AI into your eLearning site, but are unsure where to get started, don’t hesitate to contact our LMS development experts.
