Learning AI - Free College-Level Courses

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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. 

Terms of Service

those confusing terms of serviceTerms of service. That information you tend to avoid reading. Good example: Google's newly updated terms of service, which I found out about in an email last week. I decided to read them.

Their updated terms opens with "We know it’s tempting to skip these Terms of Service, but it’s important to establish what you can expect from us as you use Google services, and what we expect from you. These Terms of Service reflect the way Google’s business works, the laws that apply to our company, and certain things we’ve always believed to be true. As a result, these Terms of Service help define Google’s relationship with you as you interact with our services."

Here are a few items I noted:
Some things considered to be abuse on the part of users includes accessing or using Google services or content in fraudulent or deceptive ways, such as:
phishing
creating fake accounts or content, including fake reviews
misleading others into thinking that generative AI content was created by a human
providing services that appear to originate from you (or someone else) when they actually originate from us
providing services that appear to originate from us when they do not
using our services (including the content they provide) to violate anyone’s legal rights, such as intellectual property or privacy rights
reverse engineering our services or underlying technology, such as our machine learning models, to extract trade secrets or other proprietary information, except as allowed by applicable law
using automated means to access content from any of our services in violation of the machine-readable instructions on our web pages (for example, robots.txt files that disallow crawling, training, or other activities)
hiding or misrepresenting who you are in order to violate these terms
providing services that encourage others to violate these terms

Take that second item I highlighted about misleading others into thinking that generative AI content was created by a human, Does that mean that if I use their generative AI or some other provider's AI to help write a blog post that I put here with my name that I am violating their terms of service?

Though I would say that Google's Terms of Service is written in plain langauage that most readers should be able to understand, the implications of some of the terms are much harder to interpret.

NOTE: The Google Terms of Service (United States version) that I reference are effective May 22, 2024.
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