I took some great courses on Udacity, Coursera, and edX back in the days when they regularly offered amazing comprehensive college courses for free.
They do still offer free courses. However, it seems that the atmosphere of free accessible education is somehow lost, with the advent of the "specializations" and "nanodegrees" and the like. Or maybe I just got older and more cynical, I'm not sure.
For the most part, I'm not crazy about the Udacity platform and the lectures (they're too short, the mini-quizzes aren't always that great, and the platform doesn't feel like it has been improving in the past 2 years). However, all the value and learning is coming from the interactions with other students/TAs/professors on Piazza as well as the assignments/projects we do.
If you were to ask me how I would rate each component independently, I would say that Udacity is the weakest part of the experience.
I found Udacity/Piazza to be adequate as a student while using my laptop. However, my wish is for the OMSCS program to embrace mobile as a viable method of consuming course content. Which isn't the case currently and rather disappointing as I travel quite a bit.
Yes it's the professors who create great courses but the post production part of udacity is also a big factor in keeping the quality high on the courses.
https://www.insidehighered.com/news/2013/07/18/citing-disapp...
I'm not particular privy to whatever tactical insight our leadership has on Udacity, Coursera, etc... but I can tell you where edX is looking to head as a MOOC when it comes to college/university partnerships.
We have our partner-developed content. This is stuff like Harvard's CS50, MIT's 6.00.1x, etc. High quality content. People are very eager to take the courses -- they're developed by professors, TAs, etc, from these schools, and, to be honest, there's a lot of front-loaded name recognition -- but there's also a good chunk of learners who go on to pay for a verified certificate. On the flipside, we've talked to major businesses (tens of thousands of employees) who say they're willing to treat these certificates, the output of these courses, in line with their campus equivalents. That's pretty huge for someone looking to beef up their resume.
The next evolution of what we're doing by partnering with these institutions are things like Arizona State University's Global Freshman Academy or MIT's MicroMasters. ASU's Global Freshman Academy is taking your entire "freshman" year on edX, and getting real credit from it. MIT's MicroMasters (in Supply Chain Management) is taking a semester online, which makes you eligible for taking the rest of the degree (which is two semesters total) on campus. These cost money; they aren't entirely free like the standard courses on edX. However, they're deeply discounted and this is what our learners say they want.
Many people want credentials, they want them from top colleges and universities, and they want them targeted to specific fields. Ultimately, these people just don't feel confident figuring out which courses to take, and they want to be told which courses to take to get them to a specific place: better comprehension of X, better chances of job in a given field, etc. This is what is precipitating a lot of the advent of the specializations/nanodegrees, as you say.
(sorry, a little long-winded)
It might have been a different story if they announced from the beginning that they are only offering their services for free for a certain period of time. They focused on gaining users and they succeeded on that, but now that they are focused on making money they seem to lose users.
That being said, there's an amazing wealth of knowledge on the internet completely free to consume not locked behind any particular walled garden awaiting those who dare step out of their comfort zones of consumption/absorption, but its not nicely packaged in the latest fad de jour… ¯\_(ツ)_/¯
Instead, if you read the stats, they largely (though not exclusively) have ended up providing ongoing professional education to a range of motivated learners who already have undergrad and advanced degrees.
A student-centric view would use technology to help students have an educational experience around their own schedule and needs (e.g., varied pace; reinforcement or skipping where appropriate).
Accessibility issues, yes.
Disrupting traditional teaching, learning, practicing....hmmm?
Or what if the tailored aspect of private instruction could be scaled up? For example, if you give a tough math problem to 1,000,000 students, and want to have a tutor walk them through the problem, you'd need to have 1,000,000 tutors. But there are probably only 20 types of mistake one can make on a given math problem. So if you had a "choose your own adventure" solution, one math teacher could, in a month, record lessons that reach a hundred million students at a personalized level.
Or, one could make a cost-effective way to learn from the absolute top practitioners in a field. Most people cannot afford private basketball lessons with an NBA basketball coach, for example. But let's say such a coach watched 10,000 people play basketball for five minutes each, and recorded five minutes of feedback for each person (about one year of full-time work). Then, you could upload a video of you playing, you could algorithmically analyze the user's playing style, and match them to the person in the set of 10,000 that matches them best. The five minutes of feedback might be really useful to that person, and can be delivered at scale.
Not quite. There may be 20 different types of mistake you could make on the problem (I would make a lower estimate, personally), but you can make them in several different places, and the influence of a mistake will be felt in the rest of the problem.
Udacity deals with this currently by never assigning complicated problems that might see a mistake in one step show up in a later step; this isn't quite ideal as instruction, but it makes it possible to automate handling the assignments.
Some relevant cartoons:
Key computer science concepts went from being incomprehensible to being remarkably easy, and I didn't need to spend a small fortune on textbooks either. So to some extent, a revolution has already happened.
I think the evolution of education is probably technology supporting traditional teaching, along with some way of easily varying the curriculum or the learning mode to accommodate different learning styles.
For that to happen I would guess that making designing curricula, lesson plans and activities easier to do would be a good start.
In many instances, the teacher actually knows what should be done to improve the learning of a student - but is logistically constrained from providing that level of service (Bloom's 2 sigma problem). The low hanging fruit is removing those constraints.
We will need better tools for understanding the knowledge/abilities of our students in a much more refined manner.
But I agree, there's much more to the structure of education that technology can help with, but not supplant. Universities aren't going away (or radically changing) any time soon.
This is not obviously a bad idea: the quality of teaching at Harvard or Stanford is probably better than that you obtain in most universities, but the one of the main added values are the network of people you meet, and the credential of having attended a very prestigious university.
However: the kind of person that takes a lot of online courses is probably already an educated professional, and for her, the main added value is the joy of learning new things, and the credentials themselves are near worthless.
I'm sure they have lots of very smart people who thought hard about how to best monetize their offerings, but, for me, I would definitely pay a flat fee per month just to be able to keep sampling every course I want.
Usually, you have to back it up with real-world projects. In which case why would I pay for the degree, I should just go out and build something with the stuff I learn for free.
> "Completion of a data science certificate program (online or other) may replace 1 year of relevant experience. Some examples of data science certificate programs include those offered by Cloudera, Coursera, Indiana University-Bloomington, and University of California-Irvine."
Data Scientist - Entry Level: https://www.nsa.gov/psp/applyonline/EMPLOYEE/HRMS/c/HRS_HRAM...
Data Scientist: https://www.nsa.gov/psp/applyonline/EMPLOYEE/HRMS/c/HRS_HRAM...
Might just be an indication of how desperate they are for those positions, but it could also indicate they're doing a pretty good job educating people.
Sure, the organization can attempt to explain and promote how its credential provides evidence of X, Y, Z skills or knowledge. Which works reasonably for both well-established institutions and narrow vocational training (including in IT). But it's a lot harder to make a case that random MOOC course provides evidence of much other than a generalized interest in continuing education (for which you don't really need a credential to prove).
While I never signed up for the nanodegree track, it appears those are similar.
If it were possible for a good student at _any_ school to take online courses _for credit_ at an Ivy, and perhaps to even work toward a new "dual" degree that joins both institutions, I suspect the demand would be there. They're already using borrowed money.
Just personal interpretation whenever someone says he or she is focusing on innovation without too much information: "I am not sure what I want to do, I am going to pretend I know what I want to do with the company's money here."
What is innovation these days?
I am forever in his debt for his tireless work as an educator and his work on SLAM & Self Driving Cars.
Being taught by practitioners at the cutting edge of research like Thrun, Norvig, Ng, & Hinton is the education I dreamed of. I hope that Udacity develops into a full research vehicle and offers its own qualifications, the UKs Open University is a good model for this.
His 2015 talk on democratising education is visionary, practical and disruptive. https://www.youtube.com/watch?v=898S7o9UnPA
Per the article...