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artificial intelligence (AI) ] by Don Sagrott, founder@sospep.com - As AI becomes "the next big thing" in mainstream technology, what exactly is AI, what does it do? (current=,next=) and what do you need to do in order to start learning / using / ...
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<h1 style="text-align: center;">artificial intelligence - primer</h1> <h2>[WHAT]</h2> <ol> <li>] by Don Sagrott, founder @ sospep.com - As AI becomes "the next big thing" in mainstream technology, what exactly is AI, what does it do (currently=, next=) and what do what do you need to do in order to start learning/implementing/using AI in your applications </li> <li>] primer on artificial intelligence, what it is, what it does, where it's used today, where its going tommorow, how to -use it, -invest in it, -develop for it</li> <li>] a plain english guide to what AI is, what it does, where to find it today, where you will find it tommorow, how to build it, -</li> </ol> <h2>[WHY]</h2> <ol> <li>] an explainer for ai, from the perspective of ... ] newbie noob, ] layman, ] tech user, ] tech developer, ] tech investor</li> <li>] "i (maybe) want to start learning about this, </li> <li>] what exactly is AI - hearing may different terms - machine learning, deep learning, neural networks, ...</li> <li>] where is AI being used currently -</li> <li>] where will AI be used next - </li> <li>] where would you use AI - </li> <li>] how do you go about implementing AI, learning AI, ...</li> <li>+] just as industrial revolution freed us up from physical drudgery, ai has the potential to free humanity from mental drudgery</li> </ol> <h2>[WHERE]</h2> <ol> <li><strong>] artificial intelligence (AI) - </strong></li> <ol> <li>] DEF - study and design of intelligence agents, where an intelligence agent is a system that percieves it environment and takes actions that maximizes its chances of success /russell/norvig - course ai-mooc-cuny, lesson-1 notes</li> <li>(don) computer application that modifies/improves itself based upon new , </li> <li>(don) app that makes decisions, that are not programmed at the outset, </li> </ol> <li><strong>] machine learning - </strong></li> <ol> <li>] DEF - <span style="text-decoration: line-through;">branch/</span>component of AI, based on data, </li> <li>] It’s the ability for an algorithm to learn from prior data in order to produce a behavior. ML is teaching machines to make decisions in situations they have never seen. SRC = REF# 2</li> </ol> <li><strong>] deep learning - </strong></li> <ol> <li>] DEF - branch of AI/machine-learning, utilizes 'neural networks', </li> <li>] a branch of machine learning where artificial neural networks — algorithms inspired by the way neurons work in the brain — find patterns in raw data by combining multiple layers of artificial neurons. As the layers increase, so does the neural network’s ability to learn increasingly abstract concepts. SRC = REF# 2</li> </ol> <li><strong>] neural networks - </strong></li> <ol> <li>] DEF - compoent of AI/machine-learning/deep-learning, based on how the human brain works, using neurons </li> </ol> <li><strong>] Natural Language Processing(NLP) / Natural Language Understanding(NLU)</strong></li> <ol> <li>] AI must communicate with humans as well as humans communicate with each other. SRC = REF# 2</li> <li>*] huge challenge, human communication is not straightforward, depends on context, </li> </ol> <li><strong>] context</strong></li> <ol> <li>] AI can only be as smart as the information it is given access to , SRC=REF# 2</li> </ol> <li><strong>] maths (logic)-</strong></li> <ol> <li>] DEF </li> </ol> <li><strong>] economics</strong></li> <ol> <li>] </li> </ol></ol> <h2>[WHEN]</h2> <ol> <li>] 2016-12-13</li> </ol> <h2>[EXAMPLE]</h2> <ol> <li>] <a href="/view/article?id=5519" target="_blank">LIST-artificial-intelligence-systems</a> - a quick listing of some of the more common usage/applications of artificial intelligence systems in use today.</li> </ol> <h2>[HOW-TO]</h2> <ol> <li>]</li> </ol> <h2>[REFERENCE]</h2> <ol> <li>x] # 6649 - <a href="/view/task?id=6649" target="_blank">CREATE-article# 5465</a> (this) - artificial intelligence primer </li> <li>] + # # - <a href="https://snips.ai/content/intro-to-ai/" target="_blank">AI:primer</a> </li> </ol> <h2>[RELATED]</h2> <div><ol> <li>] # 5521 - <a href="/view/article?id=5521" target="_blank">LIST-technological-innovations-21st-century</a></li> </ol></div> <h1 style="text-align: center;"> </h1>