Arthur Samuel, a pioneer in artificial intelligence, affirms that machine learning "gives the computer the ability to learn without being explicitly programmed." This technology has been adapted to online tools and software useful in education. Today we share 5 machine learning tools with you.
A specific example of machine learning is the suggestion that online shopping services, almost instantly, send you advertising for products that may be of interest to you.
Machine learning allows students to learn better because the system analyzes their performance and customizes content to reinforce specific aspects individually, guiding the student towards what should be strengthened.
Education and machine learning
The advantage of integrating machine learning in education is that it predicts problems or difficulties in learning by analyzing its performance; in this way, it can predict new learning paths.
The collection of this data allows the teacher to identify the content that the student has understood and the one that needs to be strengthened.
Teachers must find a way to present this technology to young people as a tool for them to surprise them, the system will guide them, and the teacher will subsequently review their progress.
It is recommended that implementing these systems to the classes, both teachers and students, be part of the process.
5 machine learning tools in education
The online tools and services that integrate machine learning are reinforcement to optimize the learning processes, support the teacher, and guide the students.
Aleks: It is a Web-based learning and assessment system that integrates artificial intelligence; the project is in charge of McGraw-Hill Education.
The platform automatically makes adjustments to the program established by the teacher based on the results of content tests. The goal of the system is to ensure that the student retains the information learned.
WriteToLearn: It is an automated tool for the development of writing and reading comprehension skills.
One of the essential characteristics of WriteToLearn is that the platform performs an automatic revision of the texts, evaluating the grammar and spelling and the meaning of the text.
Turnitin: Promotes academic integrity since its main value is the revision of texts with a system that determines the risk of plagiarism. It also offers cheap essays online and learning tools, both academic and professional.
Learning Navigator: It is an online system developed by Gooru, a non-profit educational technology organization.
Machine learning enables the tool to develop personalized learning paths to help students achieve their goals.
Learning Navigator performs the content curation process regardless of the student's learning pace and starting point.
Mangahigh: The project focuses on the area of mathematics. The teacher can personalize instructions in a three-step process: Assigning Activities, Performance Review, and Instruction Differentiation.
Thanks to the information and data provided by Mangahigh, the teacher can analyze the results of the group of students and change instructions to improve the learning process.
The most important thing in the implementation of machine learning is analyzing the data and the decision-making from it.
The teacher has excellent support when acquiring a system that automatically guides the student in their process but must be aware of the performance of each one of them.