Category: AI

AWS Certified Machine Learning Specialty Study Notes

Just notes that I’m using to study for this exam. The main source is Linux Academy. Distributions PDF continuous (normal distribution) PMF (mass) discrete Poisson – series of events where the average number of successes or failure are known. Possion = discrete Binomial multiple 0/1 trials Bernoulli = special case of binomial where we have ONE trial Time Series Know...

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Towards Intelligent Automation

Intelligent Automation is currently one the hottest topics in Robotic Process Automation’s (RPA), but there’s little to no information on how to implement it in a practical manner. If you’re a part of an RPA team, you’re likely wondering how you can get started with integrating Artificial Intelligence (AI) and Machine Learning (ML) into your RPA platform. Having worked in...

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Using AI as Decision Paths Inside your RPA Processes

Right now, I’d separate AI into two broad categories: Off the shelf (OTS), generic AI that doesn’t need any specialized knowledge to understand. The functions that this AI provides is something that a child could probably perform, such as categorizing/identifying things in images, reading (doing OCR), text sentiment analysis, etc. These types of AI services are provided by all of...

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