AI & Machine Learning

Programming Fairness in Algorithms

Understanding and combating issues of fairness in supervised learning. “Being good is easy, what is difficult is being just.” ― Victor Hugo “We need to defend the interests of those whom we’ve never met and never will.” ― Jeffrey D. Sachs Note: This article is intended for a general audience to try and elucidate the complicated nature of unfairness in

What is Important for AI and SEO Optimization

What is Important for AI and SEO Optimization

Tools that facilitate (and accelerate) work on-site optimization and make the content better, more precisely and better marked are of increasing importance. Such tools and services are mostly based on artificial intelligence, and on this occasion, we investigate how SEO can affect SEO optimization.

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AutoML: Creating Top-Performing Neural Networks Without Defining Architectures

AutoML: Creating Top-Performing Neural Networks Without Defining Architectures

Automated Machine Learning, commonly abbreviated as AutoML, is the automation of the building of neural network structures. Through intelligent architecture manipulations, AutoML can not only make deep learning more accessible for everyone but accelerate deep learning research.

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  • Untold Truths of being a Machine Learning Engineer

    Untold Truths of being a Machine Learning Engineer

    ML engineers spend most of the time working on “how to properly extract the training set that will resemble real-world problem distribution”. Once you have that, you can in most cases train a classical Machine Learning model and it will work well enough.

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    6 Business Operations Ripe for Robotic Process Automation

    6 Business Operations Ripe for Robotic Process Automation

    Here are 6 suggestions of business operations that may be ripe for robotic process automation both saving time and money, freeing up your staff to work on more strategic work

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    Latent Graph Neural Networks: Manifold Learning 2.0?

    Graph neural networks exploit relational inductive biases for data that come in the form of a graph. However, in many cases we do not have the graph readily available. Can graph deep learning still be applied in this case? In this post, I draw parallels between recent works on latent graph learning and older techniques of manifold learning.

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    Getting Started With AI? Start Here!

    Getting Started With AI? Start Here!

    Many teams try to start an applied AI project by diving into algorithms and data before figuring out desired outputs and objectives. Instead, the first step is for you as the owner to form a clear vision of what you want from your ML/AI system and how you’ll know you’ve trained it successfully.

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    The Nuts and Bolts of Deep Learning Algorithms for Object Detection

    The Nuts and Bolts of Deep Learning Algorithms for Object Detection

    This blog post looks at the basic methods of object detection and tries to explain the technical details of each model without any formula, allowing readers with all levels of experience to follow along!

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    Orchestrated Iterative Change Delivers On Step-Change Expectations

    Orchestrated Iterative Change Delivers On Step-Change Expectations

    Why does scaling intelligent automation seem so difficult if we’ve got better tools than ever to do what we always have done?

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    The First Step In AI Might Surprise You

    The First Step In AI Might Surprise You

    As a decision-maker, you understand the business and you have plenty of imagination, so you’re qualified for this. It takes business savvy to properly think through what an Ml/AI system is supposed to do for you and why it’s worth building.

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    Are We Approaching an AI Winter?

    Are We Approaching an AI Winter?

    Artificial intelligence (AI) has celebrated a number of milestones over the past decade. Most notably, it has been the driving force of countless technological breakthroughs. But are we in danger of reaching an AI ‘winter’?

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    Why Your Business Needs AI Consulting

    Why Your Business Needs AI Consulting

    AI consulting can help make the integration of AI solutions a seamless experience by providing you with the right solutions specific to your needs and specifications.

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