Artificial Intelligence (AI) is currently the most transformative field of technology in the world, and the education industry is no exception. The digitization of the world has greatly improved the productivity and workflow of various organizations.
Artificial intelligence platforms that support the digitization process and deliver the same or better results than a human would achieve are used to automate the process.
When a machine mimics cognitive functions that humans associate with other human minds, such as learning and problem solving, reasoning, problem-solving, knowledge representation, social intelligence, and general intelligence, it is referred to as Artificial intelligence (AI).
Reasoning, knowledge, planning, learning, natural language processing, perception, and the ability to move and manipulate objects are all central AI problems.
To perform these AI operations, we require a few tools where we can allow the AI-based software to run. Versions of search and mathematical optimization, logic, probability, and economics methods would all be included in these tools. These are called AI-based platforms
Artificial Intelligence Platforms entail the use of machines to carry out tasks that would normally be carried out by humans. The platforms simulate problem-solving, learning, reasoning, social intelligence, and general intelligence, all of which are cognitive functions performed by human minds.
Expert systems, such as speech recognition and machine vision, are also used in AI applications. AI platforms can be divided into two types: weak AI/narrow AI, which is designed for a specific task, and strong AI, also known as artificial general intelligence, which can solve unfamiliar problems.
In EdTech, AI is used in a variety of ways. AI can assist in the creation of student-tailored learning courses, the use of natural language processing to aid in the learning of a new language, and the automation of administrative tasks such as grading.
The AI algorithms can figure out what kinds of topics students are interested in, as well as what kinds of tasks bore or disengage them. Ensure that each student receives individualized attention. The list could go on and on. It appeals to both educators and investors because of its wide range of applications.
Here is how artificial intelligence might be used in the EdTech industry:
When a student first enters Learning Mode, the system suggests that they take a knowledge check, which consists of a series of questions. The use of AI is exemplified by the fact that, unlike traditional eLearning software, the outcome of these questions is determined by each student's response.
The AI-based learning software suggests students their most ready-to-learn topic to master based on the results of the knowledge check. The learning process is similar to the initial check. If a student answers correctly, the system advances them in their learning of the subject. If a student answers incorrectly, the AI-enabled software provides a hint.
Chatbot-style learning is structured as a conversation in which a virtual assistant or AI-enabled chatbot imitates a human teacher in all key activities.
Students' data is analyzed throughout the learning process by AI algorithms, which detect underlying patterns in their performance. The data is then compared to a standard that is based on a predetermined curriculum. The system forecasts students' future performance based on the findings of this analysis.
Teachers can use AI predictive analytics to identify which students require intervention or support in real-time. And deal with the growing issue earlier in the learning cycle.
To automatically grade assignments, AI software must first learn from the data available. The software does this by gathering metrics for grading assignments from papers graded by humans. The software does this by gathering metrics for grading assignments from papers graded by humans. Thanks to AI's ability to learn on the fly, the process iterates and improves. The software stores the manual grading information for this purpose and uses it to update its grading metrics.
As a subfield of AI, speech recognition can be used for language learning, teaching children to read fluently and debate, delivering lectures from teachers to students, tutoring, and other educational activities.
Here are the top AI-driven learning platforms that are used in the education industry.
Cognii is a leading provider of educational technologies based on Artificial Intelligence. To deliver superior and cost-effective learning solutions, the company has partnered with several organizations in the K-12 and corporate training markets.
Their main goal is to use and advance cutting-edge technologies like Artificial Intelligence, Natural Language Processing, Machine Learning, and Cognitive Science to create a new type of educational experience that benefits all stakeholders in the education ecosystem, including students, teachers, administrators, parents, and governments.
Conversational EdTech from Cognii brings the power of conversation to online learning. Students converse with Cognii Virtual Learning Assistant in real-time natural language to learn a topic, have their comprehension assessed, and receive coaching to master the concepts. Students improve knowledge retention, teachers improve productivity, administrators scale high-quality education, parents improve educational access and affordability, governments improve the quality of learning measurement that is reflective of real-life environments, and employers ensure their employees have the necessary skills for the job with Cognii.
The Google AI Platform allows developers to build apps that run on both the Google Cloud Platform and on-premises. Machine learning developers, data scientists, and data engineers can use AI platforms to quickly and cost-effectively move their ML projects from concept to production and deployment. Because of its flexibility and support for other Google platforms like Kuberflow, it is aimed at machine learning developers, data scientists, and data engineers who want an easier path from concept to production.
Google's solution promises an end-to-end approach, with everything from data preparation to validation and deployment contained under one umbrella, thanks to native support for other Google AI products such as TensorFlow. Alphabet (Google's parent company) reported revenue of 182.5 billion dollars in the most recent fiscal year, up from close to 162 billion dollars the previous year.
Squirrel Ai Learning is a K12 EdTech firm that focuses on intelligent adaptive education. The advanced algorithm developed by an international team of scientists, designers, and curriculum experts powers the Squirrel Ai adaptive learning engine.
The AI system simulated human teacher in Squirrel AI provides the student with a personalized learning plan and one-on-one tutoring, which is much more efficient than traditional instructions.
Squirrel Ai Learning provides high-quality after-school math, English, physics, and chemistry courses. The Squirrel Ai Learning platform provides students with a supervised adaptive learning experience that has been proven to improve both student efficacy and engagement across its online learning platform and offline learning centers, thanks to its proprietary AI-driven adaptive engine and custom-built courseware.
Squirrel Ai Learning has a research and development center in New Jersey, USA, that focuses on learning science and algorithm research as well as international product development. It has established major research collaborations with leading institutions such as Carnegie Mellon University, UC-Berkeley, and others, as well as a collaboration with SRI International as the primary research partner.
TensorFlow is an open-source software library that uses data flow graphs to perform numerical computations. The graph's nodes represent mathematical operations, while the graph's edges represent the multidimensional data arrays (tensors) that are exchanged between them.
Users can use a single API to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device thanks to the flexible architecture. TensorFlow was created by researchers and engineers at Google's Machine Intelligence research organization's Google Brain Team to conduct machine learning and deep neural network research, but the system is general enough to be used for everyday tasks.
To build and execute computational graphs, TensorFlow comes with an easy-to-use Python interface and a no-nonsense C++ interface. Write standalone TensorFlow Python or C++ programs, or experiment in an interactive TensorFlow iPython notebook, which allows users to organize notes, code, and visualizations.
Memrise is a language learning app that is the polar opposite of traditional textbook learning. It is a fun and interactive learning platform that helps people learn languages more easily. Memrise, which was founded in 2010, has quickly grown to the point where nearly 60 million people in 189 countries are learning languages with us to improve themselves, connect with others, and understand the world around them.
Memrise also employs artificial intelligence for image recognition. When your camera captures an object, the name of the object appears in a language you have learned. Over 50k native speaker videos are included in the app, demonstrating how natives use the phrases and how to learn their true accents. Memrise is used by over 50 million people in 189 countries. The program was named as the Best App winner of the Google Play Awards' second edition.
Nuance is a multinational technology company headquartered in Massachusetts, United States, that provides artificial intelligence solutions to the healthcare, financial services, and education industries. The company, a global leader in conversational AI, has gained EdTech industry recognition for its advanced speech recognition software and solutions. By transcribing over 160 words per minute, Nuance's Dragon Speech Recognition software assists students and teachers, particularly those with limited mobility.
Nuance pioneered the voice recognition industry more than two decades ago, and since then, the company has built deep domain expertise in healthcare, financial services, telecommunications, retail, and government. Their AI-powered solutions are constantly evolving to help you succeed at work, improve your organization's effectiveness, and have a greater positive impact on the world.
SelfStudy is a learning optimization technology startup that provides professional societies and publishers with an AI-powered cloud platform. Personalized content discovery and adaptive learning programs are provided by the platform. It assesses each user and selects the most relevant learning content using machine learning and an MIT-developed dynamic items response theory. Its headquarters are in San Francisco, California.
Querium has developed customized STEM courses for high school and college students to help them master their skills and achieve their career goals. The AI software examines students' responses as well as the amount of time it takes to complete a lesson. Teachers can then use these data to gain in-depth analytics and insight into their students' performance.
Querium conducted hundreds of interviews with students to learn about their study and work habits to create StepWise, a personalized and effective app for smartphones and computers. Querium's artificial intelligence (AI) virtual tutor engine improves student learning speed, quality, and analysis while also increasing engagement and improving student outcomes. Querium has aided 24 million students and was named the Rice Alliance for Technology and Entrepreneurship's Most Promising IT and Web Company in Houston.
Carnegie Learning, Inc., based in Pittsburgh, Pennsylvania, is a leading provider of K-12 education solutions in mathematics, world languages, literacy and ELA, and applied sciences. One of its most popular products is MATHia® with LiveLab, which was named "Best Artificial Intelligence/Machine Learning App" at the 2019 Tech Edvocate Awards.
MATHia is a smart middle school and high school math learning solution that uses artificial intelligence and cognitive science to provide students with one on one feedback. MATHia's personalized just-in-time feedback and contextual hints keep students engaged. It employs sophisticated AI technology to adapt on a skill-by-skill basis. Every action they take in the software is adjusted by MATHia to meet them where they are and help them progress.
UniCareer is an e-learning career development platform for international students and working professionals that targets various stages of career development needs and creates tailored, long-term impact.
Career readiness video courses, counseling, mock interviews, mentorship, and more are all available on the platform. Finance, technology, accounting, real estate, and other subjects are covered.
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