Wed.Jun 19, 2019

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What are model governance and model operations?

O'Reilly on Data

A look at the landscape of tools for building and deploying robust, production-ready machine learning models. Our surveys over the past couple of years have shown growing interest in machine learning (ML) among organizations from diverse industries. A few factors are contributing to this strong interest in implementing ML in products and services. First, the machine learning community has conducted groundbreaking research in many areas of interest to companies, and much of this research has been

Modeling 195
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Simplifying Google AI’s Best Paper at ICML 2019 on Unsupervised Learning

Analytics Vidhya

Overview Check out Google AI’s best paper from ICML 2019 There is a heavy focus on unsupervised learning in Google AI’s paper We have. The post Simplifying Google AI’s Best Paper at ICML 2019 on Unsupervised Learning appeared first on Analytics Vidhya.

Analytics 307
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Innovating the Insurance Customer Experience

Decision Management Solutions

By: Zoe Zhou. There is a common high-level customer journey for insurance customers. The customer researches providers and policy options. Once a preferred provider and policy are decided, the customer applies for the policy. If they are approved the policy is issued. If they have a claim, they fill out the relevant paperwork and the claim is adjudicated.

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Data Scalability Raises Considerable Risk Management Concerns

Smart Data Collective

Are you frustrated by an increase in the quantity of the data that your organization handles? Well, you aren’t alone! Many businesses globally are dealing with big data which brings along a mix of benefits and challenges. A report by China’s International Data Corporation showed that global data would rise to 175 Zettabyte by 2025. This growth means that you should prepare to handle even larger internal and external data soon.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Our Top 20 Most-Read Data and Analytics Research Last Week (to June 16)

Andrew White

Click here for an interactive PDF to connect to the research directly. This list excludes our branded research such as Magic Quadrants etc. Rita has done it again – her very persuasive research is back at the top of the charts!

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Predictive Analytics for Business Users!

Smarten

Encourage Data Literacy and Achieve Results with Assisted Predictive Modeling! If you want to include predictive analytics and forecasting in your planning process, there are numerous analytical techniques and algorithms at your disposal. You may hire a data scientist or analyst to help you plan OR, if your organization wishes to provide analytical access to business users, you will want to implement a self-serve Advanced Analytics solution that incorporates all of the standard, comprehensive te

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Predictive Analytics for Business Users!

Smarten

Encourage Data Literacy and Achieve Results with Assisted Predictive Modeling! If you want to include predictive analytics and forecasting in your planning process, there are numerous analytical techniques and algorithms at your disposal. You may hire a data scientist or analyst to help you plan OR, if your organization wishes to provide analytical access to business users, you will want to implement a self-serve Advanced Analytics solution that incorporates all of the standard, comprehensive te

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Keeping Millions of Customers Happy with Data Virtualization

Data Virtualization

If telecommunications subscribers are not happy with their providers, they can easily switch. This is why keeping customers happy is more than a top priority for providers; it is the difference between success and failure. Get is a Norwegian telecommunications.

IT 40
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Getting started with IoT in 4 steps

CONTACT Software

Everyone talks about the Internet of Things (IoT) and the digital twin – they form the framework for new, digital business models. According to a forecast by PwC, digitization will bring the manufacturing industry an increase in turnover of more than 270 billion euros in Germany alone over the next four years. Companies are hoping … Continue reading "Getting started with IoT in 4 steps".

IoT 40
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Launch Your First BI Project Successfully in 5 Days or Less

Sisense

What would it mean to you and your enterprise, if you could start getting useful business insights from your data in literally five days or less? As exciting as this seems, it’s actually just what a good business intelligence platform should be able to do for you. While BI projects can be short term or long term, straightforward or sophisticated, they should all bring actionable results as soon as possible.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.