The Tech Edvocate

Top Menu

  • Advertisement
  • Apps
  • Home Page
  • Home Page Five (No Sidebar)
  • Home Page Four
  • Home Page Three
  • Home Page Two
  • Home Tech2
  • Icons [No Sidebar]
  • Left Sidbear Page
  • Lynch Educational Consulting
  • My Account
  • My Speaking Page
  • Newsletter Sign Up Confirmation
  • Newsletter Unsubscription
  • Our Brands
  • Page Example
  • Privacy Policy
  • Protected Content
  • Register
  • Request a Product Review
  • Shop
  • Shortcodes Examples
  • Signup
  • Start Here
    • Governance
    • Careers
    • Contact Us
  • Terms and Conditions
  • The Edvocate
  • The Tech Edvocate Product Guide
  • Topics
  • Write For Us
  • Advertise

Main Menu

  • Start Here
    • Our Brands
    • Governance
      • Lynch Educational Consulting
      • Dr. Lynch’s Personal Website
      • Careers
    • Write For Us
    • The Tech Edvocate Product Guide
    • Contact Us
    • Books
    • Edupedia
    • Post a Job
    • The Edvocate Podcast
    • Terms and Conditions
    • Privacy Policy
  • Topics
    • Assistive Technology
    • Child Development Tech
    • Early Childhood & K-12 EdTech
    • EdTech Futures
    • EdTech News
    • EdTech Policy & Reform
    • EdTech Startups & Businesses
    • Higher Education EdTech
    • Online Learning & eLearning
    • Parent & Family Tech
    • Personalized Learning
    • Product Reviews
  • Advertise
  • Tech Edvocate Awards
  • The Edvocate
  • Pedagogue
  • School Ratings

logo

The Tech Edvocate

  • Start Here
    • Our Brands
    • Governance
      • Lynch Educational Consulting
      • Dr. Lynch’s Personal Website
        • My Speaking Page
      • Careers
    • Write For Us
    • The Tech Edvocate Product Guide
    • Contact Us
    • Books
    • Edupedia
    • Post a Job
    • The Edvocate Podcast
    • Terms and Conditions
    • Privacy Policy
  • Topics
    • Assistive Technology
    • Child Development Tech
    • Early Childhood & K-12 EdTech
    • EdTech Futures
    • EdTech News
    • EdTech Policy & Reform
    • EdTech Startups & Businesses
    • Higher Education EdTech
    • Online Learning & eLearning
    • Parent & Family Tech
    • Personalized Learning
    • Product Reviews
  • Advertise
  • Tech Edvocate Awards
  • The Edvocate
  • Pedagogue
  • School Ratings
  • How AI Helps Student Outcomes

  • Choosing A Reading Program: Everything You Need to Know

  • Reading Intervention Strategies That Work

  • Calculating Reading Comprehension Scores: Everything You Need to Know

  • How Big Data Is Changing Education Forever

  • Teacher’s Aides Deserve Our Appreciation

  • The Cycle Of Learning To Read: Everything You Need to Know

  • Summer Reading For Your Kids: Everything You Need to Know

  • Analyzing the Research on Autism Spectrum Disorder

  • Kids’ Reading Comprehension Is Worse On Screen

Uncategorized
Home›Uncategorized›The Benefits and Limitations of Machine Learning in Education

The Benefits and Limitations of Machine Learning in Education

By Matthew Lynch
May 17, 2018
0
Spread the love

Machine learning is becoming more prevalent in the modern classroom as teachers make the shift to blended learning. Students often enjoy the more modernized version of lessons that allow them to learn at their own pace. Even teachers can enjoy the more personalized aspect of machine learning. However, many are beginning to wonder if everything about these machines is truly beneficial for our students. It seems that there are just as many limitations to learning this way as there are benefits.

It’s time to take an objective look at the real advantages and disadvantages of machine learning. When we can face the truth about what this holds for our children, we may be able to better balance our expectations.

Benefits of Machine Learning

It’s hard to overlook personalized education as the most prominent advantage of machine learning. Students can work on material that suits their unique capabilities and advance to more difficult content when they are ready. Not only do students benefit from this unique approach to learning, but teachers can save a great deal of time. They no longer have to create lesson plans that cater to students of all abilities and grade levels.

The advantage of machine learning also shows up in the automatic grading system. This presents the opportunity for completely unbiased grading that can’t be influenced by the teacher’s relationship with any student. It saves teachers time and gives a more realistic overview of a child’s achievements in school.

Machine learning can also help educators to look toward the future. By analyzing their data in the system, patterns will quickly emerge that show where the student’s primary weakness is and if they will need more help. If the issue is academic, the computers can provide a form of virtual tutoring. However, it can also indicate if a student is at risk of dropping out or receiving greater disciplinary action.

Limitations of Machine Learning

The major downside to machine learning is that we are taking personal interaction away from the students. This can dramatically impact their ability to make friends and present themselves well in the workplace over the years ahead. Social skills still need to be emphasized even while using machine learning.

As helpful as it can be to allow the computer to grade student papers, it isn’t always going to be effective. Educators will still need to plan to grade essays and other items the old-fashioned way. Computers lack the ability to assess items that don’t have a specific technical requirement associated with them. They can easily grade multiple choice but struggle with the more time-consuming essay assignments.

Of course, many schools are evaluating the advantages of machine learning due to the inherent cost. It can be quite expensive to purchase all new equipment and programs to make personalized learning an effective solution for educators and students. This can be one of the biggest limitations to machine learning.

The Final Answer

Machine learning definitely presents a number of advantageous features for students and their teachers. The possibility of a personalized education that can save time for teachers and help to predict a student’s future success is invaluable. However, we still have a long way to go. Educators won’t want to jeopardize the social skills of their students, and they must consider if their school district can afford the equipment. Schools will have to decide how to balance out the features that mean the most to them and how they can afford to implement them.

Previous Article

A Guide for Schools Trying to Meet ...

Next Article

Assistive Technology to Help Students with Developmental ...

Matthew Lynch

Related articles More from author

  • Uncategorized

    What Do I Need For My Makerspace?

    October 30, 2017
    By Matthew Lynch
  • Uncategorized

    Is Early Exposure to Social Media A Good Idea

    November 21, 2016
    By Matthew Lynch
  • Uncategorized

    What Are the Pros and Cons of EdTech in the Classroom?

    October 24, 2017
    By Matthew Lynch
  • Uncategorized

    How School Administrators Use Data Determines Success

    April 3, 2019
    By Matthew Lynch
  • Uncategorized

    Are we getting closer to 1:1 iPad programs?

    June 24, 2016
    By Matthew Lynch
  • Uncategorized

    How to Get Reluctant Professors on Board with Mobile Learning

    October 2, 2018
    By Matthew Lynch

Leave a reply Cancel reply

Search

Login & Registration

  • Register
  • Log in
  • Entries feed
  • Comments feed
  • WordPress.org

Newsletter

Signup for The Tech Edvocate Newsletter and have the latest in EdTech news and opinion delivered to your email address!

  • Recent

  • Popular

  • Comments

  • How AI Helps Student Outcomes

    By Matthew Lynch
    February 5, 2023
  • Choosing A Reading Program: Everything You Need to Know

    By Matthew Lynch
    February 5, 2023
  • Reading Intervention Strategies That Work

    By Matthew Lynch
    February 4, 2023
  • Calculating Reading Comprehension Scores: Everything You Need to Know

    By Matthew Lynch
    February 4, 2023
  • How Big Data Is Changing Education Forever

    By Matthew Lynch
    February 4, 2023
  • 7 Ways Technology Is Impacting Modern Education

    By Matthew Lynch
    March 4, 2017
  • 20 Top Virtual Reality Apps that are Changing Education

    By Matthew Lynch
    March 11, 2017
  • Why Mobile Technology Enhances Instruction

    By Matthew Lynch
    December 14, 2016
  • 7 Roles for Artificial Intelligence in Education

    By Matthew Lynch
    May 5, 2018
  • Digital Literacy is the Most Important Lifelong Learning Tool

    By Matthew Lynch
    December 30, 2017
  • Where to Find Dyslexia Support for Adults - Case Training Services | Registered Charity #1051587
    on
    August 2, 2022

    11 Must-Have Apps and Tools for Dyslexic Students

    […] recorders Electronic flashcards ...
  • What Types Of Posts Can You Make In Google Classroom? - The Tech Edvocate - Gossip ...
    on
    July 31, 2022

    How to Integrate Google Classroom with the Power of YouTube

    […] of your posts. ...
  • Answers to Frequently Asked Questions About Google Classroom - The Tech Edvocate - Gossip Buz
    on
    July 31, 2022

    Answers to Frequently Asked Questions About Google Classroom

    […] Answers to Frequently ...
  • 10 Important YouTube Channels For Teachers - Kiiky Wealth
    on
    July 29, 2022

    10 Incredibly Useful YouTube Channels for Teachers

    […] Thetechedvocate.org – 10 Incredibly ...
  • Teaching Learners Digital Content Curation Skills - Fab Lab Connect
    on
    June 30, 2022

    Teaching Learners Digital Content Creation Skills

    […] Read More… […]

EdTech Policy & Reform

  • Curriculum & InstructionEdTech Policy & ReformEducation Leadership

    Why We Should Leave Behind the Cookie-cutter Education

    Spread the loveChange appears to be the only “constant” factor in the educational field. However, what happens when a more significant shift becomes necessary? To provide students with the best ...
  • Adaptive LearningCurriculum & InstructionDigital & Mobile TechnologyDigital Age TeachersEarly Childhood & K-12 EdTechEdTech & InnovationEdTech Policy & ReformInstructional Technology

    Exploring New Ideas: Student-Driven Remote Learning

    Spread the loveRemote learning is taking its toll on our students. They miss the social side of school. Not seeing their classmates or teachers is leading to nervousness, anxiety, and ...
  • Digital & Mobile TechnologyEdTech & InnovationEdTech Policy & Reform

    Implementing Education Technology by Pursuing Technology Education

    Spread the loveTechnology is used for many great things in our world. It’s a powerful tool when used correctly. As such, this powerful tool can be used to transform learning.  ...
  • EdTech Policy & Reform

    How Much Bias Is Okay in Your School?

    Spread the loveThe algorithm has proven itself to be a handy tool when it comes to solving education problems. It’s also not without bias.  You may be wondering how some ...
  • EdTech Policy & ReformFeaturedFresh

    Edtech Should Complement Good Pedagogy, Not Attempt to Replace It

    Spread the loveThe newest generation of edtech is downright amazing; it’s no wonder that various education stakeholders might be a little excited about its potential to transform education. However, edtech ...

EdTech Startups & Businesses

  • EdTech Startups & Businesses

    Trends That Will Help Your EdTech Startup Succeed

    Spread the loveIf you want to thrive in the destiny of learning and self, shorten, tailor, and gamify. The bulk of EdTech businesses believes that digitizing conventional learning methods and ...
  • EdTech Startups & Businesses

    How to Sell Your Edtech Product

    Spread the loveDevelop a profile of the perfect consumer, target clients that meet that description, and plan on a long sales cycle. Selling to schools takes a different sales process ...
  • EdTech Startups & Businesses

    Edtech Companies Can Learn What Not to Do From Delta Airlines

    Spread the loveIt seems that edtech companies still have a lot to learn about their business models and practices. With that being said, there is a lot they can learn ...
  • Digital LeadershipEdTech Startups & BusinessesProduct Reviews

    Product Review of Collegix

    Spread the love This is a comprehensive ERP solution for colleges and universities that provides modular, totally integrated learners services, finance, HR, and advancement. Collegix provides online and offline workarounds ...
  • Early Childhood & K-12 EdTechEdTech Startups & BusinessesProduct Reviews

    Product Review of Discovery Education

    Spread the love Discovery Education is a big player in EdTech. The company has established itself as the leading provider of digital curriculum resources, digital content, and professional development for ...

Digital Equity

  • Digital Equity

    How to Create an Equitable Digital Culture in K–12

    Spread the loveDigital equity is vital in our schools. After all, it can help close the achievement gap. However, there is one prevalent problem concerning digital equity. That is the problem ...
  • Digital & Mobile TechnologyDigital EquityDigital Literacy

    Teaching Learners Digital Content Creation Skills

    Spread the loveContent curation is nothing new and has always been a coveted skill. It has been this way for hundreds of years — think of art galleries, museums, or ...
  • Digital & Mobile TechnologyDigital EquityEdTech & Innovation

    Promoting Online Access With Hotspots, Laptops, and Planning

    Spread the loveWhen becoming a leader in the field of education, it is important to consider equity. Some students may not have access to devices or the internet from their ...
  • Digital EquityDigital Leadership

    How Can You Assess the Tech Needs of Your Students Outside of School?

    Spread the loveToday, I received an email from the middle school principal in Los Angeles. She explained to me that the school that she ran was in one of the ...
  • Digital Equity

    It Is Time for the Edtech Industry to Stop Denying Its Equity and Race Problem

    Spread the loveThe EdTech industry is dominated by white employees, white leaders, and white entrepreneurs. If you doubt this statement, just attend an Edtech conference. Admittedly, educators and others don’t ...

EdTech Futures

  • EdTech Futures

    The IT Investments Securing the Future of Higher Education

    Spread the loveThe future of higher education still seems uncertain after the massive disruptions of the last two years. Universities and colleges are struggling with budget difficulties amid cybersecurity threats. ...
  • Adaptive LearningAssistive TechnologyEdTech FuturesInstructional TechnologyTeachers

    Will AI Replace Teachers?

    Spread the loveThrough the years, robots have taken over many jobs. First, they replaced horses and wagons and horses and plows, then they started to replace people. A few examples ...
  • EdTech FuturesHigher EducationHigher Education EdTechUncategorized

    The Future of Higher Education Must Avoid Returning to the Past

    Spread the loveColleges and universities can make higher education safer, smarter, and more accessible through automation and collaboration technologies – if they commit to it. Author: John Hulen, Director of ...
  • EdTech FuturesOnline Learning & eLearning

    IT Trends To Watch As Higher Education Moves Into a New Decade

    Spread the loveEdtech couldn’t have hoped for a better launch into the new decade than the push the industry received from COVID-19. Even the most tech-resistant institutions and individuals have ...
  • EdTech Futures

    4 Emerging EdTech Trends in 2022

    Spread the loveCovid-19 has not only changed education as we know it, but it has forced education technology (EdTech) to up its game. EdTech has been crucial since the start of this ...

About Us

Since technology is not going anywhere and does more good than harm, adapting is the best course of action. That is where The Tech Edvocate comes in. We plan to cover the PreK-12 and Higher Education EdTech sectors and provide our readers with the latest news and opinion on the subject. From time to time, I will invite other voices to weigh in on important issues in EdTech. We hope to provide a well-rounded, multi-faceted look at the past, present, the future of EdTech in the US and internationally.

We started this journey back in June 2016, and we plan to continue it for many more years to come. I hope that you will join us in this discussion of the past, present and future of EdTech and lend your own insight to the issues that are discussed.

Newsletter

Signup for The Tech Edvocate Newsletter and have the latest in EdTech news and opinion delivered to your email address!

Contact Us

The Tech Edvocate
5322 Markel Road, Suite 104
Richmond, VA 23230
(601) 630-5238
[email protected]

Follow us

Copyright © 2023 Matthew Lynch. All rights reserved.