The Revolutionizing Collaboration of Artificial Intelligence in Learning Management System (LMS)

PURVA MISHRA | June 18, 2021 | 132 views

AI in LMS
With the introduction of Siri and Alexa, AI has transformed our lives with speech-to-text implementations. Scientists are working their brains to make machines as intelligent as they can be. The introduction of AI in the fields of healthcare, security, entertainment is already at its peak. Thus, parallelly AI is being introduced to make work easy in the field of education, transportation, and everything else.

The implementation of artificial intelligence in LMS- learning management systems is proved to be a breakthrough in education. The company with AI implementation is paid 40% more than the one without AI.

In the current scenario, the world had adapted to the e-Learning platform and its techniques tremendously. Standard LMS is already being utilized widely. However, although it has proved to be a great success in revolutionizing the education sector, it still has a long way to go. And this long way can be easily covered with its opportunity with AI.

Before we learn the advantages of artificial intelligence in education, let us educate you about the limitations of standard LMS.

Limitations of standard LMS

The age-old teaching methods were scientifically and innovatively transformed into a standard LMS. The learning management systems have all the content managed in one place. Evaluators can track progress, give ratings and recommend courses on one platform. The digital learning platform offers a plethora of learning, teaching, and evaluating techniques, but it still has its limitations.

• The standard LMS requires a lot of manual labor.
• They require human effort to keep the content up-to-date.
• They are trainer-focused rather than learner-focused.
• It requires tedious effort to introduce different learning styles.

The application of AI-based LMS removes all the above limitations and much more. It will streamline the learning process in a better way and provide endless learning opportunities.

How will artificial intelligence in LMS prove to be valuable?

Personalization

The standard LMS has standard content data fed into it. Therefore, all the employees, students, or trainees follow the same procedure of the standard learning module. This is where the application of artificial intelligence in LMS transforms the system.

AI enables the LMS to design the learning process according to the individuals opting for the course. For example, if a student/employee chooses a particular course, he can choose whether to read the lessons, watch videos, or study it in any other way. Thus, when a learner learns a course in his kind of way, he grasps and understands well.

AI also understands the weaknesses and strengths of the learner and recommends future courses accordingly.  Even the quizzes and tasks are determined based on the learner’s knowledge level. So, every learner has a personalized learning course, and a content module in AI-based LMS curated exclusively for him.

Automated evaluations and suggestions

This is the best advantage when you are transforming AI with LMS. The evaluation process and the suggestions for the future (based on those evaluations) will be immaculately automated. Also, the employers will benefit as they will not have to keep track of employers progress, learning, or training schedules. The support of artificial intelligence in LMS will make this process seamless for employers.

It gets more manageable for the managers to track employee’s growth and training. The AI process guarantees faster, convenient, and reliable results. Based on the performance and the results generated, the employer can grant rewards, growth, recognition, and appraisals to the employees. In addition, advanced analytics allows employers to obtain detailed information about the learner’s progress and understanding.

With such a positive outlook towards growth, learning, and training, companies' employee retention rate and ROI with artificial intelligence in LMS are high.

Personalized Learning Module

The learning module of artificial intelligence in LMS is designed to increase the effectiveness of any learning course. The system design courses for learning in minimal time. As a result, the functioning of the LMS module in AI is made engaging and intuitive.

Why is it that a learner does not complete his training or does not find it engaging enough? 70% of learners have blamed the content or activity procedure for being boring. This is where the AI-induced LMS proves its worth.

This system curates content based on the learner’s interests and then designs the training module accordingly. Thus, the exclusive learning experience is what makes your employer feel connected to the organization.

Chatbots and virtual assistants

When an employer seeks training, he/she has several questions. These questions need to be answered by the trainer as per the standard LMS. However, some employees will refrain from asking questions due to many possible reasons. This is where chatbots play an essential role.

Chatbots are an essential part of artificial intelligence in LMS. Chatbots can answer the queries number of times till the concept is clear. Also, chatbots can predict the questions in a learner’s mind by analyzing their course and study behavior. Chatbots and virtual assistants provide all types of help needed by the trainees. They are a ‘learners guide’ for students.

Training beyond territories

Organizations have multiple offices across different geographical locations. Therefore, to have a training program schedule for the same department at the same time is difficult. Also, setting up the same programs for different time zones is a tedious task. This is where artificial intelligence in LMS comes to the rescue.

This enables offices to train their employees according to the convenience of the employees. In addition, the AI with LMS infrastructure allows the employer to complete the training according to their time zones with no loss of the trainer’s time and organization’s resources.

Benefits of introducing LMS with AI in organizations

If an organization introduces artificial intelligence in LMS for its organizations, it can work wonders for them. These are some of the benefits of introducing LMS with AI in your organization.

• Increase employee retention and engagement by 60%.
• Shows the employee that you care about their growth.
• Save time and money.
• Upskill your current employees efficiently.
• Generate personalized content to meet learner’s proficiencies.

To sum it all up,

By 2025, the investment of companies in AI technology is set to reach $190.61 billion. Thus, this technology assures that employees are well trained, upskilled, and perform complex tasks with minimal issues.

Duolingo is one of the best examples of using artificial intelligence in LMS. It uses natural language processing to train its chatbots and provide a personalized experience to the user. It studies the user intricately and then trains them.

Artificial intelligence in LMS can be made a part of the current HRIS/HRA system of the organization. This helps the organization achieve growth and development with minimal efforts and shows employees that they matter.

There are many factors by which AI with LMS proves better than the standard LMS - personalization being the best one. The streamlining of the training process and providing opportunities to learn in one’s way, time, and language is a win-win situation for both employer and employee.

AI may take some time to be utilized entirely as the future of learning management. But when it is executed, it will do wonders for organizations in various sectors. Of course, it will never replace humans in the training programs but will be their biggest support system.

Frequently Asked Questions

How has AI changed LMS?

Artificial Intelligence has played a significant role in changing the standard LMS. AI offers personalized learning, easy evaluation, and automation of all the tasks required in  a training program. As a result, it has reduced manual efforts while enhancing the learner’s experience.

How is AI used in LMS?

AI uses the data fed into it to make decisions. It also determines the activity of the learner and provides him with personalized suggestions. It is used in a chatbot to provide answers and guidance to learners anywhere and anytime.

What is the future of AI in LMS?

The future of AI in LMS is as bright as it can. AI will suggest, evaluate and automate pieces of training for the learner. It will answer questions and let the learner study according to his convenience and interests. Employers will have a reduced cost of training and a high retention rate once they implement AI in LMS.

Spotlight

NEC Technologies India Pvt Ltd.

NEC Technologies India NEC is a leader in the integration of IT and network technologies and brings more than 100 years of expertise in technological innovation to provide solutions for empowering people, businesses and society. Headquartered in Japan, NEC started operations in India in the 1950s, accelerating its growth through the expansion of business to global markets. NEC in India expanded its business from telecommunications to public safety, logistics, transportation, retail, finance, unified communication and IT platforms, serving across governments, businesses as well as individuals.

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Metatron Inc., a mobile and web technology pioneer having developed over 2,000 apps on iTunes and Google Play, is pleased to unveil the Company's first AI product in a comprehensive suite of AI products and services: "The Metatron Art Generator." Metatron is currently offering a 7-day free trial period with no credit card required, so that all interested parties may freely sign up and examine the powerful and unique new AI engine and generate an unlimited amount of royalty-free AI-generated graphics. After the trial period users will pay a reasonable monthly fee for unlimited image creation, per user. CEO Joe Riehl commented on the public release of the AI product: "The Metatron Art Generator is planned to an integral part of the "Metatron AI Suite," which will be a one-stop cloud-based solution for AI-generated digital and print content. The second product within this suite of resources is currently in ALPHA release and I'm hoping that I can unveil it to the world next week." While exploring the Metatron Art Generator users will be utilizing the most current iteration of a powerful AI engine to create any image that they can imagine! Featuring one-tap image creation, Metatron Art Generator currently creates the best and most-accurate graphic designs that modern AI can offer. Users be cautioned: entering your keywords or key-phrases and then enjoying the returned AI generated art can be addictive! Metatron thinks users will be surprised at how simple it is to generate royalty-free images for a plethora of potential uses. Below are just a few of the almost-unlimited possibilities of how people can use the graphics produced by the new Metatron Art Generator: Digital Art Metatron AI lets you work with different styles and effects, add special designs to your photos, transform images into different formats, increase or reduce different parameters so that you can create your perfect digital art. Social Media Content Metatron AI lets you create truly unique AI images that are already social media ready, and which are truly beautiful (try it!) so that you can post directly to Twitter, Facebook, Instagram, or many others. Advertising Are you advertising on social media? Metatron AI is a very powerful solution to create eye-catching images which can help boost the views and clicks of any ad campaign. Print on Demand Metatron AI can help you create just about anything you can think off just type anything and it will create any picture which is high-resolution and suitable for print media as well as digital. Do you need an image of a rabbit riding on an airplane? Or how about birds playing badminton? Watch our AI generator go to work and deliver results you thought were unimaginable without paying custom artists thousands of dollars. Graphic Design Metatron AI lets you create different types of illustrations which are totally new. And the learning curve to get wonderful results on our website takes only moments to master. Simplicity is beautiful! Photography For advanced users: Metatron AI can create incredible images effortlessly which you can use to further enhance photographs. If you're having trouble finding that "needle in a haystack" image, let Metatron Art Generator just make it for you. CEO Joe Riehl concluded: "I am so proud to announce this first in a series of AI products and services developed by Metatron. One of the things I'm most pleased about is that this software was developed totally in house, runs on Metatron's servers, and is fully owned by Metatron. Metatron will not need to share revenues with any other entities, nor did we have to give away the farm with an expensive acquisition. Furthermore, I believe that the Metatron Art Generator and subsequent AI products we release may put us on the map as a buyout candidate. One reason I believe this is because I plan to immediately begin leveraging our network of advertisers and marketers to quickly grow our subscription base."

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Cerebras Systems | November 30, 2022

Jasper, the category-leading AI content platform, and Cerebras Systems, the pioneer in accelerating artificial intelligence (AI) compute, today announced a partnership to accelerate adoption and improve the accuracy of generative AI across enterprise and consumer applications. Using Cerebras’ newly announced Andromeda AI supercomputer, Jasper can train its profoundly computationally intensive models in a fraction of the time and extend the reach of generative AI models to the masses. The rise of generative AI is one of the most important technological waves in recent history, enabling the ability to write documents, create images, and code software all from ordinary text inputs. Based on sophisticated generative AI models, Jasper’s products are used by nearly 100,000 customers around the world to write copy for marketing, ads, books, and more. With the power of the Cerebras Andromeda supercomputer, Jasper expects to dramatically advance AI work, including training GPT networks to fit AI outputs to all levels of end-user complexity and granularity. This improves the contextual accuracy of generative models and will enable Jasper to personalize content across multiple classes of customers quickly and easily. “At Jasper we eliminate the tyranny of the blank page. Our platform provides an AI co-pilot for creators and businesses to focus on the key elements of their story, not the mundane. The most important thing to us is the quality of outputs our users receive. We are hyper-focused on continuously adapting our AI models to meet our customers’ needs,” said Dave Rogenmoser, CEO of Jasper. “Partnering with Cerebras enables us to invent the future of generative AI, by doing things that are impractical or simply impossible with traditional infrastructure. Our collaboration with Cerebras accelerates the potential of generative AI, bringing its benefits to our rapidly growing customer base around the globe.” “Our mission is to build the fastest AI hardware for the most complicated AI problems. Our recent introduction of Andromeda, the industry’s largest supercomputer, advanced this vision by enabling our partners to train large language models more quickly, to higher accuracy, with better results in less time and with less energy. “Jasper is a category-defining company and the exact type of customer we build for – customers that are trying to transform economies with AI, who are unafraid to venture beyond the status quo and who are interested in doing pioneering work by inventing new approaches to deliver extraordinary results.” Andrew Feldman, founder and CEO of Cerebras Announced at SC22, the 13.5 million AI core Andromeda supercomputer delivers industry-leading performance and near perfect linear scaling without traditional distributed computing and parallel programming pains, enabling Jasper to efficiently design and optimize their next set of models. In initial work, on small workloads Andromeda was faster than 800 GPUs and on large complex workloads, it completed work that thousands of GPUs were incapable of doing. In a recent publication on Gordon Bell award-winning work, the authors wrote, “We note that for the larger model sizes (2.5B and 25B), training on the 10,240 sequence length data was infeasible on GPU-clusters due to out-of-memory errors during attention computation…. To enable training of the larger models on the full sequence length (10,240 tokens), we leveraged AI-hardware accelerators such as Cerebras CS-2, both in a stand-alone mode and as an inter-connected cluster.” It is these very GPU impossible workloads that Jasper has begun exploring, in the quest for more accurate and relevant models, trained in less time with less energy. Andromeda is now available for commercial customers, as well as for academics and graduate students. Andromeda is deployed in Santa Clara, California, in 16 racks at Colovore, a leading high performance data center. The 16 CS-2 systems, with a combined 13.5 million AI optimized cores are fed by 284 64-core AMD Epyc Gen 3 x86 processors. The SwarmX fabric, which links the MemoryX parameter storage solution to the 16 CS-2s, provides more than 96.8 terabits of bandwidth. Through gradient accumulation Andromeda can support all batch sizes, a characteristic profoundly different from GPU clusters. About Cerebras Systems Cerebras Systems is a team of pioneering computer architects, computer scientists, deep learning researchers, and engineers of all types who have come together to build a new class of computer system. That system is designed for the singular purpose of accelerating AI and changing the future of AI work forever, enabling customers to accelerate their deep learning work by orders of magnitude. About Jasper Founded in 2021, Jasper is an AI Content Platform that enables individuals and teams to leverage AI to scale their content strategies. With Jasper, anyone from individual freelancers to creators at enterprise companies can break through writer's block, repackage what they've written, create original images, and adapt their content to different formats and languages. Jasper, has been recognized as "one of America's fastest-growing private companies" by Inc. 5000.

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GetResponse Introduces AI Product Recommendations to Help Businesses Boost Their Sales

GetResponse | November 29, 2022

GetResponse, email marketing, and marketing automation software, announces the launch of AI Product Recommendations. The solution employs artificial intelligence to revolutionize the customer journey and experience. The feature allows shop owners to maximize their conversions by showing products to visitors with the highest probability to convert, based on their past behavior and transactional history, to increase upsells and cross-sells. Shop owners can also improve their store UX because the recommendations block serves as a navigation tool, increasing the time customers spend on the website, thus also growing conversions. Businesses can analyze store traffic and users' behavior with AI to make better business decisions. "Our goal at GetResponse has always been to deliver cutting-edge tools focused on driving conversions without the extra hassle of increased budgets or lengthy implementation cycles. "After months of work, businesses can now benefit by personalizing the omnichannel experience for their customers, both on their websites and mailing." Mac Ossowski, Board Member and Director of GetResponse MAX The AI Product Recommendations launch comes just in time for businesses to benefit from the lucrative holiday season. "The important point is that it verifies each product against the stock availability, so there are no missed clicks for the customers. Shop owners can significantly increase their ROI and AOV," Ossowski said. AI Product Recommendations powers ecommerce businesses at scale, providing the following types of product recommendations: Recommended for you: a self-learning model that displays recommendations with the highest probability of conversion for a specific customer. Most viewed in category: the algorithm recommends products with the most views within a specific category. Most similar in category: the algorithm displays products based on their similarities in names and descriptions. Recently visited in-store: visitors see product recommendations based on their previous visits to the store. Others also viewed/purchased in-store: AI suggests products other customers have checked or purchased in-store. Rule-driven recommendations: the store owner defines the products they want to promote to their customers. About GetResponse Founded in 1997, GetResponse, a powerful email marketing, and marketing automation software, has more than 20 years of experience empowering businesses to run online marketing effectively. Along with 24/7 customer support available in eight languages, GetResponse features more than 30 tools – email marketing, website builder, conversion funnel, marketing automation, and more.

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