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New Solutions Can Revolutionize Your Company’s Data Storage Strategies
Innovation Spotlight: New Solutions Can Revolutionize Your Company’s Data Storage Strategies The IT world is always evolving and developing, and it can be hard to keep up. If you’ve researched data storage solutions, there’s a good chance you’ve found conflicting advice and an overwhelming number of options. At Stratus Innovations Group, we’re here to help…
Read MoreLearn How Manufacturers Can Find New Revenue Sources With Pay-Per-Use Equipment
If your company manufactures machinery, parts, and other B2B products, you’re probably looking for ways to diversify your revenue stream and increase your value proposition. Pay-per-use and equipment-as-a-service (EaaS) solutions offer a new and compelling way for industrial manufacturers to accomplish these goals. Keep reading to learn more about the ways intelligent factory solutions can…
Read MoreGradient Descent Methods Play a Critical Role in Machine Learning — Here’s How They Work
Introducing Gradient Descent, the Core of Most Machine Learning Algorithms In our previous blog post, we provided an in-depth primer on linear algebra concepts and explained how to build a supervised learning algorithm. As part of this discussion, we reviewed linear models where our hypothesis set was composed of linear functions of the form hw(x)…
Read MoreThe Detailed Math Behind a Supervised Learning Algorithm
Effective Machine Learning Programming Requires Advanced Mathematics, Proven Experience, Creative Problem Solving, and More. To understand the detailed mathematics behind machine learning algorithms, you need to be familiar with a few core concepts related to: Linear algebra Vectors Matrix multiplication Determining the trace, determinant, and transpose of matrices. Calculus If you’ve taken undergraduate courses covering…
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