Installing Anaconda

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In this post you will: Install Anaconda [~10 minutes] Getting Started with Anaconda Navigator [~3 minutes] Running Ordinary Linear Least Squares (OLS) Regression with Python [~3 minutes] Anaconda is one of the fastest ways to install Python, R, Jupyter etc. It is essentially a software manager that will install and help you organize your data […]

Installing Julia Language

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In this post you will: Install Julia [will take approx. 10 minutes] Instantiate the Julia kernel from within a Jupyter notebook (using Anaconda Navigator + Jupyter Lab) [~3 minutes] Run Ordinary Least Squares Regression [~5 minutes] Prerequisites: The following posts may be good to review before this one: Installing Anaconda Julia is an exciting new(ish) computer […]

Installing AiXQL

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The following video shows how you can install the AiXQL database & associated scripts. The AiXQL database is the central repository containing all AiXQL stored procedures. Over time, I aim to include original algorithms as well as heuristic adaptations of other common algorithms written in SQL language for my readers to practice their predictive modeling […]

AiXQL: Neural Networks

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Neural Networks are a very important class of machine learning algorithms. These days machine learning or artificial intelligence is fairly mainstream (e.g. intelligent cars, facial recognition, etc.). Whenever you hear about artificial intelligence in the media, there is a good chance that neural networks are behind that intelligence. Neural Nets is also the first class […]

Inspired from Our Brain

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Neural networks are patterned after our brain. So, understanding neural networks should be just as easy as understanding ourselves! And just as hard. There is a feedback loop in the work done in the field of artificial intelligence. The inspiration for Artificial Neural Networks (ANN) is the mammalian brain. And through our work with ANNs, we […]

Installing RStudio

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In this post you will: Install RStudio (~5 minutes) Running Ordinary Linear Least Squares (OLS) Regression with R (~5 minutes) Prerequisites: The following posts may be good to review before this one: Installing Anaconda Step 1: Install RStudio RStudio can be installed from within Anaconda. See the video below for a quick review of this install.   […]