Learning AI - Free College-Level Courses

online student

If you are interested in taking some free AI courses offered by Google, Harvard, and others, here are 8 you might consider on a variety of approaches. For Coursera courses without the trial, go to the course you want to take and click 'Enroll for free', then 'Audit the course'. You'll need to create an account to take courses, but won't need to pay anything.

Google offers 5 different courses to learn generative AI from the ground up. Start with an Introduction to AI and finish having an understanding of AI as a whole.  https://lnkd.in/eW5k4DVz

Microsoft offers an AI course that covers the basics and more. Start with an introduction and continue learning about neural networks and deep learning.  https://lnkd.in/eKJ9qmEQ

Introduction to AI with Python from Harvard University (edX) is a full 7-week course to explore the concepts and algorithms of AI. It starts with the technologies behind AI and ends with knowledge of AI principles and machine learning libraries.  https://lnkd.in/g4Sbb3nQ

LLMOps are Large Language Model Ops offered by Google Cloud in collaboration with DeepLearning. Taught by Erwin Huizenga, it goes through the LLMOps pipeline of pre-processing training data and adapt a supervised tuning pipeline to train and deploy a custom LLM.

Big Data, Artificial Intelligence, and Ethics is a 4-module course offered by Coursera from the University of California - Davis that covers big data and introduces IBM's Watson as well as learning about big data opportunities and knowing the limitations of AI. I think the inclusion of ethics is an important element.

AI Applications and Prompt Engineering is an edX introductory course on prompt engineering that starts with the basics and ends with creating your applications.

Prompt Engineering for ChatGPT is a specific 6-module course from Vanderbilt University (through Coursera) that offers beginners a starting point for writing better prompts.

Another course on ChatGPT Prompt Engineering for Developers is offered by OpenAI in collab with DeepLearning and it is taught by Isa Fulford and Andrew Ng.  It covers best practices and includes hands-on practice. 

Elgg

logo
Logo Elgg.orgsource

I wrote here about the open-source software called Elgg almost two decades ago. (Not to be confused with elgg.net which was a social networking site for educators back around 2006 and no longer exists.)  Elgg is open-source social networking software that provides individuals and organizations with the components needed to create an online social environment. It offers blogging, microblogging, file sharing, networking, groups, and a number of other features. It was also the first platform to bring ideas from commercial social networking platforms to educational software. It was founded in 2004 by Ben Werdmuller and Dave Tosh

I view those older posts and many of the ones on this site that dates back almost 20 years as historical documents of a sort. I'm tempted at times to update them, and I do sometimes fix a broken image of proofreading mistake, but they may have some value as the documentation of another time in edtech history.

How many of the alternatives to commercial course management systems from my 2006 list still exist? I looked up Elgg to see if it was still in use. The Wikipedia entry shows that an impressive list of sites are using Elgg. The list includes Oxfam, the Australian, Dutch, Canadian and British Governments, New Zealand Ministry of Education, State of Ohio, USA, The World Bank, UNESCO, and the United Nations Development Programme.

Here is one of those old posts - expect broken links.

Elgg is software for building a personal learning landscape.” OK, and what is that? The software is from the Unired Kingdom. I first saw it mentioned on the Moodle site and thought it was a kind of plug-in to Moodle. It uses blogs, e-portfolios, shared files, RSS feeds and other "social networking" tools. I thought it had been designed for educational use, but looking through the users, it has a good number of general users.

Their site has a demo community set up and their resources/links are set up using an embedded wiki. You can create a free user account and will get space for a blog, RSS feeds, aggregator to read other peoples content, space to store your own resources (files). As a guest, you can still view items made public in user profiles - here's mine

Since their new release is version 0.601, this is obviously new beta software. So does this replace a Moodle or Blackboard, or supplement it, or serve a different purpose?

I'm hoping that my collaborator here, Tim Kellers, will have more to add in a follow-up posting. He has installed Elgg and worked with it for a while.

http://webapps.saugus.k12.ca.us/community - California's Saugus Unified School District uses it and as you can see, it is a secure environment with user id and password access. However, take a look at their user introduction pdf document. It's a nice 9 page intro with screenshots. Another K12 district getting ahead of the colleges!

Elgg = software and elgg.net is a site that uses that software.

Ready for the test? Elgg is to Elgg.net as ____ is to Wikipedia. (Answer: Mediawiki)

Well, to deal with that confusion (or further confuse you), elgg.net will now be edufilter.org.

Here's an email that went out to users from the Elgg folks:

Changes are afoot at Elgg.net!
Actually, you've been accustomed to change throughout the existence of the site since we started it in 2004. New features pop up all the time, and we think you'll be pleased to hear that this isn't going to stop soon.
However, we're going to change the name. Next Wednesday, Elgg.net will become Edufilter.org.
This is because, for a lot of people, Elgg.net is Elgg. Granted, it's a confusing name. But Elgg is a free, open source, white label social networking framework that anyone can install on their own servers. Want it running at your institution? Point your elearning folks at http://elgg.org.
Elgg.net, meanwhile, is a social network for education - and therefore, we think Edufilter is probably a better name.
You've probably got concerns, so let's deal with the most important:
#1: We're not going to break any of your links. While the front page of Elgg.net will forward to the main Elgg software homepage, anyone visiting elgg.net/your-username will still get to your page. We have no plans to end this, so if your address is printed on materials, don't worry. Everything's fine.
#2: The site will not be discontinued. It continues to be our flagship installation.
Furthermore, making the site overtly educational means we can give you more directed content and features. Sponsorship opportunities are available; if you'd like to promote your product or service available to some of the world's leading lights in elearning, let us know.
Best regards,
The Curverider team

Tim Kellers installed Elgg software here at NJIT, so drop by and register if you want to try it out. I also suggest you go to the elgg.net site and create an account so you can become part of that educator community. I have made some interesting contacts outside the United States from there. Right now I am just having this blog's content mirrored to my elgg blog account by using an RSS feed (yeah, there are some formatting & image issues doing that).

A Few Other Posts

https://serendipity35.net/index.php?/archives/489-Putting-All-Your-Educational-Eggs-In-One-Basket.html

https://serendipity35.net/index.php?/archives/83-More-of-the-Competition-in-the-CMS-Market.html

https://serendipity35.net/index.php?/archives/265-A-directory-to-Web-2.0-Companies.html

 

Rethinking Accessible Courses

accessibilty word cloudWhen I was working full-time as an instructional designer, I became very concerned with making courses (especially online courses) accessible. In the early days of this century, very often the college I worked at was quite focused on making accommodations for students with special needs. That was a quick fix but not a sustainable approach.

Retrofitting online courses became part of my department's purview. Our instructional design thinking believed that access(ible) are more than making accommodations. We knew that courses that were accessible for students who had particular needs were also courses that ate probably more accessible for all the other students too. There were so many small examples of things we did. It turned out to be useful to all the students in the course.

One semester now 20 years ago, I decided to provide audio files of my short online lectures and of explanatory talk about some of the more complicated assignments. Some students told me that they would listen to them while driving in the car, or commuting on the train, or on their walks with their dogs. Most of these audio files were taken from videos that I had made often with accompanying PowerPoint slides. So the visual was lost but we all know that a good number of PowerPoint slides used for lecture or text, so not all of the visual content was needed.

The fact that students use them this way, not only convinced me to continue the practice but made me rethink what I was putting in those slides. Perhaps the truly visual presentations needed to be truly visual and not offered as audio files so that students would have to sit down and view the video version. I was rethinking my use of visuals overall.

 

Push and Pull Learning

push pull

Recently, a former colleague asked me what I thought about push versus pull learning. I knew the terms more from social media marketing but hadn't really used them in learning situations. In marketing, examples include whether to decide to subscribe to a newsletter by email or snail mail (you pull that information by choice) or a newsletter that comes to you automatically (it is pushed at you).

In general, I think people prefer to pull (choice) over having it pushed at them. Companies might prefer to push, but that probably comes with the option to stop that push (unsubscribe.)

Moving these approaches - or just the terms - to education makes some sense.

In a push approach, teachers decide on the information, approach, delivery method, and speed of delivery. It is how education has been done for centuries. It tends to start with what Bloom and his taxonomy would categorize as knowledge-level remember and understand questions. These would build toward more critical and creative thinking. With pull, students enter into creating, evaluating and analyzing that requires them to seek knowledge and understanding.

This conventional classroom-styled learning is not the only approach in the 21st century. Pull learning allows learners to access information at the point of need, the way they prefer (in some settings) at the speed they find comfortable. I think that the initial surge of MOOCs back in 2012 is a good example of learning that learners pulled as needed.

Pull puts learners more in control It flips the teacher-centered learning setting. However, we must acknowledge that learning in school at all levels is still very much push learning. Fortunately, the idea that students should be able to pull some learning as they feel they need it is gaining more acceptance and is being incorporated in instructional design planning.

Currently, pull learning experiences are probably best suited to workers who have learning needs based on job roles, personal knowledge, and advancing their career interests.

Ideally, learning is "push-pull" with appropriate information provided by a push and additional information required to complete tasks and goals pulled as needed. This is not really a new approach. When you were a student, you were certainly pushed information, but you might well have gone beyond what was provided and pulled additional information that you felt you needed.

MORE
https://www.responsiveinboundmarketing.com/blog/the-difference-between-push-and-pull-learning

https://www.teachthought.com/education/push-teaching-vs-pull-teaching-thinking/

https://barkleypd.com/blog/pushing-or-pulling/