Supervised Learning Algorithms: Linear Regression

Posted by Ashwin Jain on Sep 9, 2020 8:00:00 AM

This is a quick introduction on popular Supervised Learning Algorithms.

As we may recall, Supervised Learning refers to the set of algorithms that uses training data comprising both of inputs and corresponding output to build a model that subsequently predicts the best output for future inputs.

Supervised Learning problems fall in two broad categories:
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Topics: Machine Learning, AI, Supervised Learning, Linear regression

How to Secure Web Apps Running on Linux EC2 Instance

Posted by Craig Jorgensen on Aug 26, 2020 8:00:00 AM

If your organization is running a web application, you are likely to use EC2. Further, there is a high likelihood your instances are all Linux. Linux systems are robust and a suitable first choice for server applications like a MEAN stack express.js web server, an application built using open source LAMP stack, commercial proprietary software, or basic server using Apache or Nginx. Linux is also very widely used for both SQL and NoSQL database applications like Redis, Mongo, or Postgres or MySQL.

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Topics: AI for Security, Machine Learning, AI, neural networks

Supervised vs Unsupervised Learning

Posted by Ashwin Jain on May 14, 2020 8:00:00 AM

In this blog, we will walk through Supervised and Unsupervised Learning and answer these questions: 

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Topics: Machine Learning, Artificial Intelligence, AI, Unsupervised Learning, Supervised Learning

Data Analysis Part 3: Basic Data Visualization Techniques

Posted by Alexis Vander Wilt on Feb 20, 2020 8:45:00 AM

This is part 3 of this series on Data Analysis. The focus of this article is all the different types of data visualizations and the reasons you might choose each one.

If you missed the first two pieces in this series, read them here: An Introduction to Data Analytics and  What is Data.

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Topics: Data Analytics, AI, Data Exploration, Data Visualization

Data Analysis Part 2: What is Data

Posted by Alexis Vander Wilt on Feb 13, 2020 8:57:46 AM

This is part 2 of this series on Data Analysis. The focus of this article is all the different types of data and how each one can be analyzed.

If you have not yet read Part 1, you can do so here.

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Topics: Data Analysis, Data Analytics, AI, Classifying Data

Data Analysis Part 1: An Introduction to Data Analytics

Posted by Alexis Vander Wilt on Feb 6, 2020 1:00:00 PM

Every day, words like “Artificial Intelligence”, “Big Data”, “Data Analytics”, and “Machine Learning” are thrown around constantly these days, but what do they actually mean? Perhaps more importantly, why should you care?

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Topics: Data Analysis, Data Analytics, AI