Systems | Development | Analytics | API | Testing

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Lessons Learned on Operationalizing Machine Learning at Scale with IHS Markit

According to Gartner, over 80% of data science projects never make it to production. This is the main problem that enterprises are facing today, when bringing data science into their organization or scaling existing projects. In this session, Senior Data Scientist Nick Brown will share his lessons learned from operationalizing machine learning at IHS Markit. He will discuss the functional requirements required to operationalize machine learning at scale, and what you need to focus on to ensure you have a reliable solution for developing and deploying AI.

What is a Good Example of Load Testing?

Whenever I get asked why do I need load testing or why is load testing so important, over and over again I come up with this simple example. Let’s say that you send an email campaign to 10,000 subscribers of your website/blog. What will happen to your website if 1000 subscribers open the email they’ve just received and the email is super interesting and they decide to click the action button in the email, link which will take them back to your website.

Best Performance Testing Tools

Implementing the best performance testing tools allows for an optimized end user experience and improved web performance. In order to execute accurate and effective performance testing, it is important for QA engineers to have access to the right set of tools. With the plethora of performance testing tools, it has become tedious to pick the right tool for your use case. Let’s explore our list of the best performance testing tools.

Enabling Self-Service Business Insights with Cloudera Data Warehouse

Requests to Central IT for data warehousing services can take weeks or months to deliver. Central IT teams at large organizations face a proliferation of IT projects arising from the complexities of markets and from the needs of internal lines of business (LoBs). At the same time, Central IT must juggle cost and risk.

Top 5 Questions about Apache NiFi

Over the last few weeks, I delivered four live NiFi demo sessions, showing how to use NiFi connectors and processors to connect to various systems, with 1000 attendees in different geographic regions. I want to thank you all for joining and attending these events! Interactive demo sessions and live Q&A are what we all need these days when working remotely from home is now a norm. If you have not seen my live demo session, you can catch up by watching it here.

Automated business monitoring: Why you need it now

One of the things we've done a lot of work on at Yellowfin is automated business monitoring (ABM), specifically with our product Yellowfin Signals. It can truly transform organizations and help them to deliver insights faster, ones they can react on. ABM has been in the market for about five years but we haven't seen it take off just yet. One reason is that automated business monitoring challenges the status quo of the data analyst.

How to Comply with Sweden's PII Data Protection Act

Personal Identifiable Information (PII) has become a headache for most digital-first businesses in recent years. Everyone agrees we need rules to keep personal data safe, but there’s no universal PII Data Protection Act we can all follow. Instead, there is a worldwide patchwork of regulations, many of which have global implications. Sweden is one of the pioneers in data security laws.