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Make Your Models Matter: What It Takes to Maximize Business Value from Your Machine Learning Initiatives

Cloudera

We are excited by the endless possibilities of machine learning (ML). We recognise that experimentation is an important component of any enterprise machine learning practice. Continuous Operations for Production Machine Learning (COPML) helps companies think about the entire life cycle of an ML model.

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10 Steps to Achieve Enterprise Machine Learning Success

Cloudera

You’ve probably heard it more than once: Machine learning (ML) can take your digital transformation to another level. We recently published a Cloudera Special Edition of Production Machine Learning For Dummies eBook. Chapter six of the eBook focuses on the 10 steps for making ML operational.

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Your Parents Still Don’t Know What a Hashtag Is. Let’s Teach Them the Basics of Machine Learning and Streaming Data

Cloudera

Imagine if you had to explain what machine learning is and how to use it. Cloudera produced a series of ebooks — Production Machine Learning For Dummies , Apache NiFi For Dummies , and Apache Flink For Dummies (coming soon) — to help simplify even the most complex tech topics. There’s no need to panic.

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Metrics Matter: The 4 Types of Code-Level Data OverOps Collects

OverOps

Advanced Machine Learning – OverOps runs this high-fidelity data through machine learning algorithms for de-duplication, classification and anomaly detection and delivers Code Quality reports that are based on the code’s runtime behavior. Software Data Optimization – Our agent operates between the JVM /.NET

Metrics 207
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Build Trustworthy AI With MLOps

In our eBook, Building Trustworthy AI with MLOps, we look at how machine learning operations (MLOps) helps companies deliver machine learning applications in production at scale.

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The Ever-Growing Importance of Machine Learning Operations

DataRobot

AI and machine learning initiatives are the gifts that keep on giving, simultaneously increasing top-line revenue and decreasing bottom-line costs. Machine learning operations (MLOps) help curb this problem. MLOps for IT Teams: How to Transform the Machine Learning Lifecycle. Download Now.

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How AI Helps Banks Identify Cross-Selling and Upselling Opportunities

DataRobot

Many banks use DataRobot’s automated machine learning (AutoML) to interpret customer data. Banks are applying automation in their machine learning workflows for the following reasons: Machine learning allows banks to evaluate buyer behavior at the account level through an analysis of the most recent activities.

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5 Things a Data Scientist Can Do to Stay Current

And more is being asked of data scientists as companies look to implement artificial intelligence (AI) and machine learning technologies into key operations. Fostering collaboration between DevOps and machine learning operations (MLOps) teams. Sharing data with trusted partners and suppliers to ensure top value.

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10 Keys to AI Success in 2021

In our 10 Keys to AI Success in 2021 eBook, we draw from the engaging conversations we’ve had with guests on our More Intelligent Tomorrow podcast series to show how organizations are overcoming hurdles and realizing the enormous rewards that AI can bring to any organization. How MLOps streamlines machine learning from data to value.

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Humility in AI: Building Trustworthy and Ethical AI Systems

More and more critical decisions are automated through machine learning models, determining the future of a business or making life-altering decisions for real people. AI is becoming ubiquitous. The number of critical touch points is growing exponentially with the adoption of AI.

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Intelligent Process Automation: Boosting Bots with AI and Machine Learning

In Data Robot's new ebook, Intelligent Process Automation: Boosting Bots with AI and Machine Learning, we cover important issues related to IPA, including: What is RPA? But in order to reap the rewards of Intelligent Process Automation, organizations must first educate themselves and prepare for the adoption of IPA. What is AI?

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ERP Migration: Why Data Quality Comes First

Automation and machine learning are augmenting human intelligence, tasks, jobs, and changing the systems that organizations need in order not just to compete, but to function effectively and securely in the modern world. Download this eBook today to learn more!