AI and ML in Education

Image of two screens side by side. left with a childish idea of a lake and mountain, the right an AI realistic painting created from the childs image
nVidia's GAUGAN AI image creation
Computer programming as a mandated part of the curriculum began in the UK in 2013. Six years later we are beginning to see other educational regions requiring computer programing in the curriculum. But what about some of the more advanced tool? What about Machine Learning (ML) and Artificial Intelligence (AI)? We live with intelligent tools daily now. Whether you are shopping online or asking Siri for the time you are connecting to intelligent machines. But we aren’t all discussing how to implement it in the classroom. My mission at ISTE 2019 in Philadelphia was to explore what we are doing with AI and education. Here’s what I’ve taken away. 
We have been asking an entire profession to pick up a necessary skill set by tomorrow. And we need them to do it again. Computer programming in the classroom integrated through various courses is very popular now. Many classrooms are drawn to block-based coding like Scratch or Code.org. Much of the content delivery can be done through a video tutorial and try it yourself technique. The educator doesn’t need to know much about computer programing just enough about technology to setup a digital classroom. While this is not the most effective way to educate it can get the job done. We need to begin approaching AI and ML topics in the classroom and this may be the way to get a jumpstart into it. 
AI and ML tasks are accessible now more than ever. Educational resources are out there to begin talking about and trying AI. Google has a number of projects which can spark a classroom conversation and exploration on the topic. One of my favorite tools is a visual training demonstration called Teachable Machine. Students can train the system to recognize objects. The concept of data being routed through neural networks is very clear from the visual layout of the website. It can spark conversation on the differences between sensing and perceiving. The extraction of meaning from the images to say a word, show a gif, or play a sound supports student understanding of the concept of perception. This easily integrates into biology curriculum as the human senses are explored. 
Large datasets can be engaged by our students in various ways. Gapminder provides a visually stunning display of over 100 years of data. We can see populations grow and shrink over time as it’s tracked over 6 variables. This timeline motion chart feature brings something to the classroom we would have to make a 100 page graph paper flip book to replicate in the physical world. While this is a goto dataset there are others to explore with classes. The conversation can be around math or history. It all depends on from what angle you want to look at the material. The life expectancy drops from world wars are very clear. 
Life expectancy and income compared overtime


The level or AI and ML learning our students need to be at when graduating high school as recommended by AI4K12.org is high. I agree with their guidelines and I’ve been working to educate myself but I still am about the level of a 6th grader.
Benchmarks for AI in the classroom "What students should be able to do."
Educators need more educational opportunities to be able to understand the emerging technology. Curriculum will be generated by the big tech companies but it’s a necessity for educators to have a bit of a deeper knowledge of the tools than the in-the-box materials provided. We need to know what’s possible in order to integrate the learning throughout our curriculum. The work of Dr. Scott Garrigan can be a wonderful place to start. He is an educator whose interest is in cognitive disabilities. He provides professional development on many topics. He understands the pedagogy and can help support in implementing AI and ML through a curriculum. 


While this is not an exhaustive list of resources they do provide places to get started. 



We will very quickly approach the point that we won’t be able to tell if a computer is speaking to us or a human. Just last year Google Duplex was demoed and is now released. If this is our reality now what will it be when our students graduate? Shouldn’t we begin making the effort to include AI in our curriculum now? We are seeing a scramble to include coding in the curriculum. AI and ML have coding in them but the concepts can be vastly different. If we wait much longer to push this into our schools we will miss the opportunity and fall behind. 

In light of recent political events I was deeply struck by a quote regarding AI: “Whoever becomes the leader Artificial Intelligence will become the ruler of the world.” -Vladimir Putin, 2017. Looks like educators have some work to do. 

29 comments:

  1. After study a handful of the content on your web site now, and that i really like your way of blogging. I bookmarked it to my bookmark website list and will also be checking back soon. Pls look at my internet site too and told me what you think. children's behavioral health

    ReplyDelete
    Replies
    1. Try educating your children with some free coloring pages at coloriage wk , you will be surprised at the results

      Delete
  2. Youngsters who increase legitimate preparing at this phase of life can adequately discover their way through the scholastic and social rigors that each understudy should confront further down the road. That is the reason schools, families and government spend extensive cash on early youth education.best essay writing service uk

    ReplyDelete
  3. A SPED instructor ought to be well-monitored by the laws. Understanding and rehearsing the laws will guarantee a protected and lawful condition for both the exceptional youngster and SPED instructor. Speed Reading

    ReplyDelete
  4. The following are a few hints imparted to me by understudies who have aced the craft of contemplating to the point where they are really showing signs of improvement reviews and having a ton of fun while doing it. rattan school

    ReplyDelete
  5. This is a great inspiring article.I am pretty much pleased with your good work.You put really very helpful information. Keep it up. Keep blogging. Looking to reading your next post. jsc result 2019 publish date

    ReplyDelete
  6. You possess lifted an essential offspring..Blesss for using..I would want to study better latest transactions from this blog..preserve posting.. https://hocdot.com/

    ReplyDelete
  7. Hi i try to open your blog within firefox and it is looks humorous, we tink the issue is out of your web hosting ,or maybe through me personally but nonetheless you have a good setup for the ads, i composing in this post since you will see this when you are grading comments, Keep up the good function Andrei from Romania. 먹튀검증

    ReplyDelete
  8. Hi there! Do you use Twitter? I’d like to follow you if that would be okay. I’m absolutely enjoying your blog and look forward to new posts. 메이저놀이터

    ReplyDelete
  9. Wow, cool post. I’d like to write like this too – taking time and real hard work to make a great article… but I put things off too much and never seem to get started. Thanks though. 우리카지노


    ---------------------------


    Thank you that is very helpful for me, as a new site has been inundated with comments that seem OK at first glance but then get repeated with a slight change of wording. I have something concrete to go on now and will delete quite a lot of them. 청주출장마사지

    ReplyDelete
  10. A hospital bed, as suggested by the name itself, is a special bed that is used by an individual who is ill or injured and needs to be cared for. hasta yatağı

    ReplyDelete
  11. The more weight you have the more stress your feet have to bear on a daily basis. When you lose weight there is less pressure on your feet making it easier to move around and be active. diet supplement

    ReplyDelete
  12. Degree under the Bangladesh National University Published Degree 1st Year Result 2021. Student or Candidate first & easily downloads this Degree 1st Year Result 2021. Our Government official website : Degree 1st Year Result 2021 . https://allresultsall.com/nu-degree-1st-year-exam-result/

    ReplyDelete
  13. Awesome blog. I enjoyed reading your articles. This is truly a great read for me. I have bookmarked it and I am looking forward to reading new articles. Keep up the good work! coursework writing service

    ReplyDelete
  14. Bangladesh Bank Admit Card Recently published. Candidate first & easily download the Bangladesh Bank Admit Card & on our Government official website : Bangladesh Bank Admit Card Student can download Bangladesh Bank Admit Card PDF File. https://allresultsall.com/bangladesh-bank-admit-card/

    ReplyDelete
  15. Nice post.Extremely useful info specially the last phase :) I take care of such information much. Very good blog post. I certainly appreciate this site. I came across your blog by chance (reddit). I have saved it for later!
    Keep writing! Saas subscription billing

    ReplyDelete
  16. Thanks for sharing this articles this is really helpful for me. Check this amazing Men Cowboy Leather Jacket available in special discount and with free shipping as well.

    ReplyDelete
  17. GST Primary Selection Result has been publihsed their official website. Students primary result pdf format download gstadmission.ac.bd in addition our website through Guccho Primary Selection Result Download it.

    ReplyDelete
  18. The AI and ML learning levels required for high school graduates are extremely difficult. I agree with your guidelines, and I will increase my skills by following you. PhD Dissertation Writing Services

    ReplyDelete
  19. I agree with you and will follow all your guidelines. Assignment writing service uk

    ReplyDelete
  20. transmita online ou baixe gratuitamente em assistironline.com. Todos os episódios mais recentes e anteriores da sua novela favorita da TV brasileira Novela Além da Ilusão Completo online Novela exclusiva da Tv Globo, Todos os episódios mais recentes e anteriores da sua novela favorita da TV brasileira

    ReplyDelete
  21. Thanks for the blog...this is very smart content ..continue writing and inform me. If you interested and know about. buy used processor

    ReplyDelete
  22. Thanks for sharing the informational post.
    I am a professional writer and blogger at Unifolks team providing the best online academic writing services and assignment help to college students at affordable rates so that they can secure better grades in their academics.

    ReplyDelete
  23. Hi there!

    Very nice content and blog, I found it very informative and useful, hope to read more nice articles like this one around here,

    Keep sharing the best content,

    Best regards and take care!

    Your follower

    Salvatore from Visite Foz do Iguaçu e Conheça as Cataratas do Iguaçu onde se encontra o Parque Nacional do Iguaçu

    ReplyDelete
  24. Zhu Hamsters are the meaning of hot children toys spider man. These little shaggy things have their own particular characters and sounds, and are handily cherished by young ladies. These are taking off the racks at the present time so we wish you best of luck getting your hands on one.

    ReplyDelete
  25. What lies ahead in the world of composite veneers training ? Peek into the crystal ball as experts share their predictions on future trends and innovations that may shape the landscape of cosmetic dentistry.

    ReplyDelete
  26. cer-100 hair has helped me regain my confidence with healthier, more beautiful hair.

    ReplyDelete
  27. Educators need more educational opportunities to be able to understand the emerging technology? Tel U

    ReplyDelete
  28. Programming hold paramount importance in the realm of modern cutting-edge technologies and its application are integral part of our critical infrastructures, becoming all the more relevant in every departments and I cannot even begin to imagine the mental exertion the sophisticated programming assignments students encounter, I bet they are severely daunting, but seeking expert help can make a world of difference. Professional assignment assistance ensures clarity on complex coding concepts, efficient problem-solving, and timely submission. With the right support, tackling assignment becomes manageable and rewarding for academic progression, paving the way for academic success and a deeper understanding of intricate subject matters, Because educational systems differ, students find it severely difficult and overwhelming to manage the sophisticated academic cycle without adequate help, therefore I made a wise turning to value-driven CIPD assignment assistance and that had been worth investing services for me.

    ReplyDelete

Social Emotional Well-Being During Online Teaching and Learning

The world is a bit nutty right now because of the COVID-19 pandemic. Schools are switching to online learning and parents are working from...