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Real-time feature engineering is valuable for a variety of use cases, from service personalization to trade optimization to operational efficiency. It can also be helpful for risk mitigation through fraud prediction, by enabling data scientists and ML engineers to harness real-time data, perform complex calculations in real time and make fast decisions based on fresh data, for example to predict credit card fraud before it occurs.

Our recent blog discussed the four paths to get from legacy platforms to CDP Private Cloud Base. In this blog and accompanying video, we will deep dive into the mechanics of running an in-place upgrade from CDH5 or CDH6 to CDP Private Cloud Base. The overall upgrade follows a seven-step process illustrated below. In the video below we walk through a complete end to end upgrade of CDH to CDP Private Cloud Base.

If you're a developer working with web hooks, you should definitely check out our new product, Hook Relay.

Apple and Google’s dominance over mobile app stores has never seemed less certain, and there are many signs that new payment methods and alternative app stores might become the norm. They aren’t exactly new, though. What are alternative app stores? What opportunities do they provide? And why aren’t developers publishing there en masse, today?

Kubernetes continues to lead the container orchestration charge. In fact, according to the latest CNCF survey, 83% of respondents said they were using Kubernetes in production. Kubernetes provides you with key features such as self-healing capabilities, automated rollouts and rollbacks, automated scheduling, scaling, and infrastructure abstraction. This provides a truly extensible, highly available and infrastructure-agnostic environment to deploy all your modern microservices-based applications.

Affiliate marketing in 2021 continues to be a viable option for bloggers, freelancers, and social media marketers to make money online by promoting products and services via blogs and social media channels and earn high affiliate commissions while doing so working from home. Affiliate bloggers can start a profitable business online without having to spend lots of money when starting out.