Lengthy earlier than ChatGPT blasted onto the scene and sucked all of the air out of the room, there was IBM Watson. Watson itself rose to fame when, in 2011, it beat reigning champion Ken Jennings on the TV recreation present Jeopardy.
Enjoyable reality: ZDNET’s personal Steven J. Vaughn-Nichols was once a clue on Jeopardy.
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Anyway, again to our story. My level is that IBM has an extended historical past with AI and has not been sitting nonetheless. Its generative AI resolution, Watsonx, focuses on enabling companies to deploy and handle each conventional machine learning and generative AI, tailor-made to their distinctive wants.
I am telling you this as a result of if any firm has the credibility to supply a credential on AI fundamentals, it is IBM.
IBM’s AI Fundamentals program is on the market on its SkillsBuild learning portal. The credential takes about 10 hours to finish, throughout six programs.
As a result of I’ve lengthy had an curiosity in AI ethics (I did a thesis on AI ethics method again within the day), I took the AI ethics class. It was good.
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It mentioned the problem of balancing expertise with moral duty. Key matters included the 5 pillars of AI ethics, the significance of equity and avoiding bias, and the necessity for AI programs to be clear, explainable, and strong towards assaults. The session additionally emphasised governance, the safety of private knowledge, and the importance of privateness via knowledge minimization and differential privateness.
I subsequently took all of the programs within the credential program.
Observe: To get began, create a free account on IBM’s SkillsBuild learning portal. All the next hyperlinks to IBM’s free AI programs require you to have created an account and be logged in earlier than you should use them.
IBM’s free AI programs
Artificial Intelligence Fundamentals Learning Plan: You will discover AI’s historical past, after which see the way it can change the world. Alongside the way in which, you may dive deep into ways in which AI makes predictions, understands language and pictures, and learns utilizing circuits impressed by the human mind. After a hands-on simulation during which you construct and check a machine studying mannequin, you may end with tips about how one can discover your profession in AI.
Introduction to Artificial Intelligence (1 hour and quarter-hour): Lower than a century outdated, AI has already undergone three waves of transformative growth. At present it offers humanity essentially the most highly effective instruments for analyzing complicated knowledge, not solely to search out that means but in addition to be taught with out human intervention. On this course, you may survey AI’s historical past and discover methods it might make clear unstructured knowledge.
Natural Language Processing and Computer Vision (1 hour and half-hour): You would possibly already know that some AI programs can perceive human language, establish visible pictures, and even create authentic artwork. However are you aware how these programs do it? On this course, you may discover the idea of pure language and imaginative and prescient processing and find out how these applied sciences drive real-world mechanisms resembling chatbots and photograph evaluation.
Machine Learning and Deep Learning (2 hours): On this course, you may see how machines can be taught and make wonderful, evidence-based predictions. Discover the logic behind computer systems’ capacity to be taught, then examine new methods AI programs impressed by neurons within the human mind can remedy troublesome issues.
Run AI Models with IBM Watson Studio (1 hour and 45 minutes): On this course, you may observe making a machine studying mannequin in a collection of simulations, utilizing IBM Watson Studio. That is hands-on time that may assist you to do precise work with AI.
AI Ethics (1 hour and 45 minutes): You might need heard about issues that come up when AI programs misread knowledge or suggest options that mirror human prejudice. That is the course I talked about above. Via real-world examples, you may find out about AI ethics, how they’re carried out, and why AI ethics are so vital in constructing reliable AI programs.
Your Future in AI: The Job Landscape (1 hour): Are you contemplating a profession in AI? On this course, be taught in regards to the AI job market’s fast development and the abilities wanted for achievement on this thrilling subject. You will hear how actual professionals received their begin and discover assets and studying alternatives that might assist you to work alongside them.
My expertise taking IBM’s AI programs
Most classes are a mixture of studying, with just a few highlight movies thrown in. They finish with a quiz. Since you may retake the quiz time and again till you get it proper, there isn’t any must worry test-taking. I received many of the quizzes appropriate on the primary attempt, however when my little canine distracted me, I wound up retaking one — with no destructive impression on my coursework.
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Every course dives into a facet of AI and helps clarify it. Definitely, I’ve a greater really feel for a few of the generative AI processes than I did earlier than taking it. Extra to the purpose, the programs have been attention-grabbing and the video lectures partaking. There have been additionally some interactive experiences within the course that I discovered compelling.
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A lot of the programs are vendor-agnostic, however there was a Watson course that was particular to IBM’s choices. It did not take greater than an hour or so, and whereas I am not in IBM’s goal marketplace for their providing, it wasn’t a waste of time to be taught what IBM has for AI-related options.
As I stated earlier, I preferred the ethics part. If you happen to’re desirous about a job in AI, you may just like the final session, which is a full dive into what to anticipate if you wish to work on this subject. It is well worth the worth of admission (even when the admission wasn’t free) for that session alone.
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I wound up with an official certificates, which I put on my LinkedIn profile. Total, the course was an ideal expertise, and I received loads out of it.
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A couple of of you requested about signing up for the course. There was some confusion as a result of you may’t get to the course straight. Make sure you go to the primary IBM SkillBuild entry portal and create an account. Upon getting a verified account (it is free), you may entry the programs IBM gives.
In reality, if you happen to go to this web page (you should be logged in), you may see a bunch of brief, less-than-an-hour e-learning alternatives. They embrace:
- What’s synthetic intelligence?
- Introduction to Generative AI
- Mastering the Artwork of Prompting
- Enhance Your Resume Writing with Generative AI
- Synthetic Intelligence in Apply
Lastly, the IBM of us requested me to inform you in addition they supply a free Fundamentals of Sustainability and Technology course. You will discover it on SkillBuild as properly. That course additionally gives a verifiable credential.
Extra assets
That is the third article in our collection of free studying assets for these desirous about exploring AI or constructing a profession round this wonderful expertise. Make sure you take a look at The best free AI courses (and whether AI ‘micro-degrees’ and certificates are worth it) for the opposite free programs we have explored.
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So, there you go. Join now and use your spare time to earn a brand new credential. If you happen to take any of those programs, please report again within the feedback under and tell us what you assume.
You’ll be able to observe my day-to-day venture updates on social media. Make sure you subscribe to my weekly replace publication on Substack, and observe me on Twitter at @DavidGewirtz, on Fb at Facebook.com/DavidGewirtz, on Instagram at Instagram.com/DavidGewirtz, and on YouTube at YouTube.com/DavidGewirtzTV.