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Graph Neural Networks: Merging Deep Learning With Graphs (Part I)

Dataiku

Recently, Graph Neural Networks (GNNs) have received a lot of attention. From marketing to social science to biology, they have been widely promoted as the new way of learning “smartly” from data.

Network 75
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Designing Instagram

High Scalability

Ankit is working as a Machine Learning Lead/Sr. Machine Learning Engineer at Amazon and has led several machine-learning initiatives across the Amazon ecosystem. Ankit has been working on applying machine learning to solve ambiguous business problems and improve customer experience. Graph Data Models. Out of Scope.

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A case for context awareness in AI

Capgemini

In discussions, AI often equals deep-learning models. Current deep-learning methods heavily depend on the presumption of “independent and identically distributed” data to learn from, something which has serious implications for the robustness and transferability of models. Current ML struggles to learn causality.

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Traffic Prediction: How Machine Learning Helps Forecast Congestions and Plan Optimal Routes

Altexsoft

In the last decades, many cities adopted intelligent transportation systems (ITS) that support urban transportation network planning and traffic management. First of all, you need to have a detailed map with road networks and related attributes. They are usually easier, faster, and cheaper to implement than machine learning ones.

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What is Machine Learning Engineer: Responsibilities, Skills, and Value Brought

Altexsoft

In a world fueled by disruptive technologies, no wonder businesses heavily rely on machine learning. Google, in turn, uses the Google Neural Machine Translation (GNMT) system, powered by ML, reducing error rates by up to 60 percent. The role of a machine learning engineer in the data science team.

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Flight Price Predictor: Training Models to Pinpoint the Best Time for Booking

Altexsoft

Read on to know how to approach the airfare prediction problem and what we learned from our experience of building an price forecasting feature for the US-based online travel agency FareBoom. Read our article Preparing Your Dataset for Machine Learning to avoid common mistakes and handle your information properly.

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The Good and the Bad of Python Programming Language

Altexsoft

In this article, you will learn about its history, pros & cons, where it is applied, how it is faring against other popular languages, and how you can start learning it. machine learning , DevOps and system administration, automated-testing, software prototyping, and. Have you ever wondered why Python is called “Python”?