Imagine a world where education automatically adapts to your unique learning style, making every lesson engaging, effective, and perhaps even fun. Imagine how much easier it would be to retain information and understand complex topics when presented to you in a more personable way, almost as if it were designed specifically for you. This is what adaptive learning platforms and adaptive learning tools accomplish.
Deepstash Team • 10 minute read
We've always struggled with concepts like steep learning curves, or difficulty levels that are rigid, set in stone, that often dissuade you into approaching a subject, learning something new or maybe picking up a new skill. Adaptive learning platforms and apps tap into the idea that difficulty should be adjusted dynamically based on your current progress and performance with the sole scope of making sure you learn at your own pace.
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Adaptive learning is a technique that uses data-driven instruction to adjust lessons in real-time to better suit a particular learner’s strengths and weaknesses. Now, in 2024 with the AI rush we're seeing each major company and service trying to incorporate AI features, which adaptive learning can greatly benefit from. As such, AI aided learning is brought even closer to the ideal scenario, where you'd be able to learn any subject, at your own level of understanding, at your own pace and based on your own affinities and interests.
It’s like having an outstanding personal tutor who has the ability to know when you need to learn something, how hard that subject should be for your current progress, how often you should learn based on your behavior and what learning goals and milestones you should have. In other words, adaptive learning tools & algorithms can adjust the pace, content, and lesson difficulty based on how well (or poorly) you are progressing.
The main benefits of these AI learning tools and features that aid adaptive learning are that learning curves are eased off, the disparity between the speed and efficiency of different learning styles is made less of a detriment and one can focus on the strengths of its own learning style. Adaptive learning is often accompanied by other educational concepts like content chunking, microlearning, spaced repetition, or gamification, which work very well together to enable goals like better retention, improved engagement, better comprehension, and commitment.
On a typical day using an adaptive learning app, you might start with a short quiz to assess your understanding of the previous lesson. Based on your performance, the app will modify the upcoming lessons to focus more on areas where you struggled while skipping over topics you've already mastered.
For instance, if you’re learning math and consistently solve algebra problems correctly but struggle with geometry, the adaptive learning software will present more geometry problems and related instructional material. As you progress, the platform continuously tracks your performance, adjusting the difficulty level and providing real-time feedback.
In another scenario, an adaptive learning app for language learning might notice you excel in vocabulary but have trouble with grammar. The app will then tailor exercises to reinforce grammar rules, ensuring a balanced learning experience.
Overall, adaptive learning platforms ensure that your educational journey is personalized, making learning more efficient and effective by focusing on your unique needs and progress.
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The integration of artificial intelligence (AI) in education is transforming the way we learn. With its ability to provide personalized learning experiences, adaptive assessment, and data-driven insights, AI holds immense potential to enhance the quality and equity of education.
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Using machine learning, artificial intelligence, and data analytics, adaptive learning solutions can tailor microlearning sessions to suit a student’s needs. By personalizing the learning experience, there’s no “one size fits all” approach. Here’s a quick look at some key features and benefits of adaptive learning.
Adaptive learning ensures that education is tailored to each student’s unique needs, making learning more efficient, effective, and enjoyable. Whether it's through adaptive learning software, AI-powered platforms, or other adaptive e-learning systems, the goal remains the same: to provide personalized educational experiences that empower students to succeed.
Adaptive learning platforms are leading the way in boosting personal education, whether academically, for your job, or continuous learning. However, with an overwhelming number of options available, choosing the one that best suits your needs could cause you some stress.
To help you navigate through the plethora of choices and find the best of the best, here’s a curated list of some of the more popular adaptive learning solutions.
Deepstash is a microlearning platform that offers users a diverse range of bite-sized insights and structured learning paths tailored to their individual interests and learning preferences. What sets Deepstash apart is its dynamic content delivery, which adjusts based on user interactions and reading/learning styles. By analyzing user engagement and preferences, the platform fine-tunes curated content recommendations to match each user's unique learning style and interests, ensuring personalized relevance and resonance with their topics & goals, be it Psychology, Finance, Sport, or Arts & History.
Furthermore, among other microlearning apps that feature adaptive learning techniques, Deepstash empowers users to embark on a journey of continuous learning and growth by providing personalized feedback and insights. Users can easily track their progress, discover new insights, and receive actionable recommendations for further exploration and development. This feedback loop not only enhances user engagement but also encourages curiosity, exploration, and self-improvement, making Deepstash a valuable tool for individuals seeking to cultivate a habit of lifelong learning and personal growth.
Key Features:
Whatfix is a Digital Adoption Platform that delivers content in a dynamic manner, adjusting based on users' interactions, stats, and progress in real-time. This adaptive approach ensures that users receive relevant support precisely when they need it, maximizing comprehension and retention of information, while enabling organizations to rapidly deliver information & pinpoint areas of improvement for their workforce.
Moreover, Whatfix facilitates continuous learning and development by tracking user performance and providing actionable feedback. Through robust analytics and reporting features, both users and administrators can identify strengths, weaknesses, and areas for growth. This feedback loop empowers users to refine their skills over time, enabling a culture of learning and development within organizations. Overall, Whatfix's adaptive learning techniques enhance digital proficiency and drive productivity in the workplace.
Key Features:
Adaptemy is an innovative adaptive learning app designed to enhance students' efficiency in learning. As pioneers in the AI industry, Adaptemy collaborates with leading educational content companies to deliver the ultimate adaptive learning experience for students and adult learners worldwide, with a focus on microlearning.
When students embark on their learning journey with Adaptemy, they undergo a series of questions aimed at assessing their current knowledge and comprehension of a specific topic. Based on their responses, the app generates a personalized lesson plan, dynamically adjusting as the student progresses. This ongoing assessment ensures that lesson plans adapt in real-time to meet the evolving needs of the learner.
Key features:
Knewton Alta offers diverse courses like biology, chemistry, and physics. Powered by AI, it delivers tailored instruction aligned with each student's needs, a key aspect of adaptive learning. For instance, when students struggle with a concept, Knewton provides immediate support by offering prerequisite information. Its seamless integration with existing systems simplifies adaptive learning adoption for schools and universities.
Knewton works smoothly with current learning management systems (LMS) and educational content providers. This makes it simple for schools, universities, and other educational institutions to add adaptive learning to their teaching.
Key features:
Duolingo is a great example of a self improvement app that tailors lessons and pacing based on user performance, ensuring a customized learning journey. As users advance, the app dynamically adjusts the difficulty of exercises and lessons, focusing on areas needing improvement, like grammar for vocabulary-proficient users.
Immediate feedback is integral to Duolingo's adaptive mechanics. Users receive instant corrections and targeted exercises to reinforce learning. Moreover, Duolingo employs spaced repetition, prompting users to review previously learned material at optimal intervals for long-term retention. With gamified elements like achievements and levels, Duolingo makes language learning both effective and enjoyable.
Key features:
WalkMe's digital adoption platform (DAP) simplifies learning with personalized guidance, leveraging smart artificial intelligence to adapt to individual learning styles. This adaptive technology is particularly valuable in dynamic environments or those with frequent updates, ensuring that users receive up-to-date assistance.
Central to WalkMe's approach is the creation and maintenance of Smart Walk-Thrus, akin to step-by-step guides for learning. These guides dynamically adjust to changes in interfaces or code, providing users with relevant support regardless of updates.
Ideal for on-the-job training and onboarding, WalkMe employs adaptive learning to track employees' progress and tailor content accordingly. As users advance, the platform dynamically provides the necessary guidance, facilitating continuous learning and skill development.
Key features:
EdApp (now SC Training) stands out as a remarkable corporate safety training tool, boasting micro-content as a core concept and incorporating cutting-edge safety training methodologies. By integrating microlearning and gamification principles, as well as adaptive learning concepts, it ensures high engagement when it comes to quickly setting up to speed employees when it comes to safety protocols.
The platform offers a diverse array of customizable training courses and user-friendly templates, empowering L&D teams to swiftly create impactful learning experiences. SC Training’s Brain Boost feature further enhances learning retention by employing spaced repetition. Through personalized follow-up tests, this tool ensures learners effectively retain new information, aligning with the principles of adaptive learning.
Key features:
Smart Sparrow is an innovative educational platform renowned for its creation of interactive and adaptive learning experiences. Through its suite of software tools, known as the Adaptive eLearning Platform, Smart Sparrow empowers educators to develop web-based content and applications that adapt to each student's learning needs.
This platform not only delivers educational material but also analyzes students' responses to gain insights into their learning preferences and progress. By leveraging the strengths of adaptive learning algorithms, Smart Sparrow enables the creation of learning platforms that optimize information absorption and retention for each student.
Furthermore, course creators can integrate additional learning techniques such as gamification, spaced repetition, and other elements to enhance engagement and effectiveness. Smart Sparrow's versatile approach to adaptive learning ensures that educational experiences are dynamic, personalized, and tailored to maximize student success.
Key features:
Adaptive learning platforms have revolutionized the educational process by providing individuals with incredibly personalized apps that leverage the power of their strengths and weaknesses. Much like having a long-time tutor who completely understands how you think and how you learn, these apps employ AI and algorithms that provide real-time feedback. Some add elements of gamification, spaced repetition, and microlearning to create the most optimal learning environments.
By considering these factors, you can choose an adaptive learning platform that enhances your organization’s learning and development initiatives and meets your specific needs.
Adaptive learning is a highly personalized educational approach that aims to tailor the learning experience to each student's unique needs and abilities. On Deepstash, we've handpicked great ideas curated by our users that converge into different aspects of adaptive learning:
Adaptive learning platforms are perhaps the most accessible medium to enhance personalized education and find useful resources. Not only do they provide tailored content and feedback to facilitate learning, but they also offer access to communities of like-minded learners to share insights and collaborate.
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