Tue.Jun 18, 2019

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How do Transformers Work in NLP? A Guide to the Latest State-of-the-Art Models

Analytics Vidhya

Overview The Transformer model in NLP has truly changed the way we work with text data Transformer is behind the recent NLP developments, including. The post How do Transformers Work in NLP? A Guide to the Latest State-of-the-Art Models appeared first on Analytics Vidhya.

Modeling 294
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8 Examples Of Financial Reports You Can Use For Daily, Weekly, And Monthly Reports

datapine

Regardless of your sector or industry, it’s likely that your financial department is the beating heart of your entire operation. Without financial fluency, it’s difficult for an organization to thrive, which means that keeping your monetary affairs in order is essential. As a business, you need the reliability of frequent financial reports to gain a better grasp of your financial status, both current and future.

Reporting 251
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The quest for high-quality data

O'Reilly on Data

Machine learning solutions for data integration, cleaning, and data generation are beginning to emerge. “AI starts with ‘good’ data” is a statement that receives wide agreement from data scientists, analysts, and business owners. There has been a significant increase in our ability to build complex AI models for predictions, classifications, and various analytics tasks, and there’s an abundance of (fairly easy-to-use) tools that allow data scientists and analysts to provision complex models with

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Broken Data – What You Don’t Know Will Hurt You – Part 1

TDAN

The first step to fixing any problem is to understand that problem—this is a significant point of failure when it comes to data. Most organizations agree that they have data issues, categorized as data quality. Organizations typically define the scope of their data problems by their current (known) data quality issues (symptoms). However, this definition is […].

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

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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Unleash the power of data with a modern data strategy

IBM Big Data Hub

In my last blog , I stressed the need for a modern data architecture (MDA) to underpin the next generation of the cognitive enterprise , fully harness data using the latest technologies, and sustain a

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What Really Scares Us in AI

Dataiku

When I very enthusiastically joined Dataiku over 3 years ago, I was full of hope in technology, the startup world, and empowering people with data.

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Big Data Advances Lead to More Optimal SEO-Predicated Hosting

Smart Data Collective

Big data is a very important part of any digital marketing strategy. There are a number of reasons that machine learning, data analytics and Hadoop technology are changing SEO: Machine learning is becoming more widely used in search engine algorithms. SEOs that use machine learning can partially reverse engineer these algorithms. Big data helps SEO companies discover new linkbuilding opportunities and other venues for boosting their SERPs.

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Business Glossaries and Metadata: Data Governance May Require a Village

TDAN

Is your organization struggling to succeed with your Data Governance program? Is adoption by the business an issue for you? Data Governance occurs best when done in conjunction with the business processes and not as a “bolt on”/additional activity. Many organizations have attempted to implement Data Governance and their business glossary with a very limited […].

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AI for Industrials: Why is it different?

Teradata

Cheryl Wiebe examines the challenges of using AI in industrial situations.

IT 75
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Make an Impact: Find the Angry People

TDAN

I love angry people. Whenever I’m invited to a new organization to help with data challenges, I look for them. This may sound strange but bear with me. Here is the reason why angry people are great: They have opinions, and they aren’t afraid of sharing them. Something isn’t how they want it—because otherwise they wouldn’t […].

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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OpenStack Foundation’s Strategy Builds on Partnerships with ISVs and CSPs — and Kubernetes

Hurwitz & Associates

By Jean S. Bozman. The new strategy will place OpenStack technologies in enterprise software tools that are used by a wider range of enterprises and mid-size organizations, including SMBs. This is the case with direct OpenStack support for Red Hat’s Ansible management software, Red Hat OpenShift and AWS’ Firecracker. Firecracker is a new virtualization technology from Amazon for serverless environments that leverages the KVM hypervisor.

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The Non-Invasive Data Governance Framework – The Levels and Components

TDAN

Part one of this series addressed the structure of the Non-Invasive Data Governance Framework. In part two, I detail each of the labels on the rows and columns of the framework. I refer to the row labels as the Levels or perspectives of the organization and the column labels as the Core Components of a […].

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9 Top Hyperconverged Infrastructure Resources

Nutanix

Hyperconverged infrastructure has rapidly become a staple in the market for enterprises looking to bid adieu to the complexity (and pain) of 3-tier architecture. We’ve compiled 9 of the top HCI resources and tailored them for various familiarity levels.

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Data Management Strategy in the Age of 5G

TDAN

5G is being rolled out this year. In fact, Verizon is already providing 5G services in some areas. But it’s not enough for you to buy the latest 5G phone that will “allow you to download a movie in just seconds.” Instead, stakeholders, and especially those working in data management, should take the time to […].

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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.

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Nearly Unanimous: Hybrid Cloud is the Future of IT

Nutanix

The Nutanix Enterprise Cloud Index was a survey of twenty-three hundred IT decision-makers around the world seeking to gain insights into the adoption of public and private cloud technologies.

IT 20
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Social Data for Your Digital Marketing Campaign

TDAN

Social media exposure is an essential tool for any business wishing to build a digital presence, and the social data captured should be the foundation of any subsequent digital marketing campaign that you launch. In this article, we will examine the different social data that can be captured and look at what can be achieved […].

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Who Needs Big Data Analytics Software?

Jet Global

Of all the transformative effects the internet has had on the world of business, none is more dramatic than the proliferation of data it has enabled. From social networks to inventory management tools to internet-connected devices (the Internet of Things), data that will help businesses better understand their employees, customers, inventory, and processes are being generated at an exponentially faster rate every day.