Fri.Feb 10, 2023

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How Does Random Forest Work?

Analytics Vidhya

Introduction In the previous article, we understood the complete flow of the decision tree algorithm. In this article, let‘s understand why we need to learn about the random forest. when we already have a decision tree algorithm. Why do we need Random forest? What is it all about? Similar to the decision tree. Random Forest […] The post How Does Random Forest Work?

Analytics 274
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What is predictive analytics? Transforming data into future insights

CIO Business Intelligence

Predictive analytics definition Predictive analytics is a category of data analytics aimed at making predictions about future outcomes based on historical data and analytics techniques such as statistical modeling and machine learning. The science of predictive analytics can generate future insights with a significant degree of precision. With the help of sophisticated predictive analytics tools and models, any organization can now use past and current data to reliably forecast trends and behavi

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An Introduction to the Basics of Cloud Analytics

Analytics Vidhya

Introduction According to Wikipedia, Cloud analytics constitute a set of technological and analytical tools and techniques housed in a cloud that are specifically designed to help users derive information, carry out analysis from massive data, and make it available on the internet to derive actionable business insights. However, to begin with, we must know what […] The post An Introduction to the Basics of Cloud Analytics appeared first on Analytics Vidhya.

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Broadcom: 2023 Tech Trends That Transform IT

CIO Business Intelligence

At Broadcom, we see challenges companies face first-hand, and in turn how technology trends impact the world’s largest companies. We’re sharing the top 5 predictions that you should be planning for in 2023. Stay tuned for future blogs that dive into the technology behind these predictions from Broadcom’s industry-leading experts: AI and automation will play an even more expanded role in technology Whether in chips, software, or services, Broadcom believes artificial intelligence and automation g

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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Making Intelligent Document Processing Smarter: Part 1

KDnuggets

This article attempts to measure the effect of various noises present in scanned documents on the performance of various APIs in the OCR segment.

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Episode 3: How one startup is removing friction (and paper) from the healthcare experience

CIO Business Intelligence

Digital platforms and technologies are transforming healthcare by providing secure, seamless access to disjointed islands of data and siloed technology. The goal is improving the experience for both healthcare providers and their patients, which ultimately leads to better healthcare and, hopefully, better outcomes for patients. And that’s a pretty good KPI.

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Digging Through the Minutiae: Query Your Documents With GPT-3

Dataiku

With search engines and now AI assistants like ChatGPT, we have powerful tools to retrieve relevant information from the internet. However, organizations also need to extract information from non-public documents such as meeting minutes, legal documents, product specifications, technical documentation, R&D reports, business procedures, and so on.

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FINRA CIO Steve Randich pushes the public cloud forward

CIO Business Intelligence

The CIO of a regulatory agency that reports to the US Securities and Exchange Commission — one of the biggest cloud consumers in the world — has made it his mission to help other CIOs — and Amazon Web Services itself — improve cloud computing. The Financial Industry Regulatory Authority, an operational and IT service arm that works for the SEC, is not only a cloud customer but also a technical partner to Amazon whose expertise has enabled the advancement of the cloud infrastructure at AWS.

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Predict and Adapt With the Batch Performance Optimization Solution

Dataiku

Be it to produce bulk chemicals, packaged goods or to perform critical cleaning processes in food and drug production, batch processes form a critical part of the manufacturing value chain where inefficiencies cost billions of dollars each year. At a time when supply chains are stressed and raw material prices are increasingly volatile, the need to maximize equipment utilization by reducing downtime and to improve yield by reducing unnecessary waste becomes even more critical.

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Standout Insights from Season 1 of Data Radicals

Alation

What do The Sopranos, Breaking Bad, and Data Radicals have in common? (No, they don’t all feature a charismatic criminal mastermind.) All three programs completed their first seasons with audience appetites whetted for more stories — and we’ve got plenty of stories left to tell! That’s why I’m excited for the second season of Data Radicals , which launches on February 15.

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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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The Future of Composable Business

Timo Elliott

Paul Saunders , SAP’s Head of Product Strategy and Chief Evangelist Cloud ERP, was recently the guest of The Future of ERP podcast , talking about “Composable ERP.” It’s a term that comes from Gartner (other analysts have similar concepts): “Composable business means creating an organization made from interchangeable building blocks.