Tue.Jan 31, 2023

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Kubeflow: Streamlining MLOps With Efficient ML Workflow Management

Analytics Vidhya

Introduction Kubeflow is an open-source platform that makes it easy to deploy and manage machine learning (ML) workflows on Kubernetes, a popular open-source system for automating containerized applications’ deployment, scaling, and management. Kubeflow can help you run machine learning tasks on your computer by making it easy to set up and manage a cluster of […] The post Kubeflow: Streamlining MLOps With Efficient ML Workflow Management appeared first on Analytics Vidhya.

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Learn Machine Learning From These GitHub Repositories

KDnuggets

Kickstart your Machine Learning career with these curated GitHub repositories.

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The Impact of Big Data on Healthcare Decision Making

Analytics Vidhya

Introduction Big data is revolutionizing the healthcare industry and changing how we think about patient care. In this case, big data refers to the vast amounts of data generated by healthcare systems and patients, including electronic health records, claims data, and patient-generated data. With the ability to collect, manage, and analyze vast amounts of data, […] The post The Impact of Big Data on Healthcare Decision Making appeared first on Analytics Vidhya.

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Machine Learning to Improve SEO Performance

TDAN

For the larger part of my SEO career, I was leading a team of a dozen marketing specialists working on multiple SaaS or affiliate projects. At one point, I asked myself whether I could utilize my data science expertise to get better marketing results.

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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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Practicing Machine Learning with Imbalanced Dataset

Analytics Vidhya

Introduction In today’s world, machine learning and artificial intelligence are widely used in almost every sector to improve performance and results. But are they still useful without the data? The answer is No. The machine learning algorithms heavily rely on data that we feed to them. The quality of data we feed to the algorithms […] The post Practicing Machine Learning with Imbalanced Dataset appeared first on Analytics Vidhya.

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A Step Ahead: Federated Data Stores

TDAN

Government systems produce and store a large amount of data daily. Government leaders want to utilize this data to make decisions faster and more efficiently. It is nearly impossible to make well-informed decisions if that data is not visible, accessible, organized, and cannot be seamlessly discovered across the enterprise.

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3 Ways to Discover Your Authentic Leadership Style

CIO Business Intelligence

By Chet Kapoor, Chairman and CEO, DataStax Everyone has a point of view on leadership. There are tons of books, articles, and case studies with frameworks for becoming a great leader. These resources can absolutely help you find inspiration and hone your perspective, but here is the truth: There is no perfect model. After 20+ years in tech and speaking with leaders from many of the world’s most recognized brands and fastest-growing startups, I’ve learned that the most important thing about leade

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Streamlit for Machine Learning Cheat Sheet

KDnuggets

The latest cheat sheet from KDnuggets demonstrates how to use Streamlit for building machine learning apps. Download the quick reference now.

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Anti-Spoofing is Crucial for Data-Driven Businesses

Smart Data Collective

Big data technology has unquestionably been a gamechanger for businesses. Data-driven businesses are 58% more likely to meet revenue goals than companies that do not use big data. However, there is a dark side to using big data technology. It is also increases security risks. Spoofing is more likely to be a problem for data-driven organizations. The good news is that there are ways to mitigate these risks.

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The Art of Lean Governance: Data Inventory Optimization

TDAN

Data inventory optimization is about efficiently solving the right problem. In this column, we will return to the idea of lean manufacturing and explore the critical area of inventory management on the factory floor. More and more firms are implementing lean inventory management techniques to reduce costs, improve flexibility and focus more on their customers.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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Tapping into the Potential of Data Products in 2023

KDnuggets

Learn how data can be treated as a product and how it can be used to derive value.

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Migrate your indexes to Amazon OpenSearch Serverless with Logstash

AWS Big Data

We recently announced the general availability of Amazon OpenSearch Serverless , a new option for Amazon OpenSearch Service that makes it easy run large-scale search and analytics workloads without having to configure, manage, or scale OpenSearch clusters. With OpenSearch Serverless, you get the same interactive millisecond response times as OpenSearch Service with the simplicity of a serverless environment.

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Per Scholas and Cloudera Innovate to Solve for the Skills Gap in Data

Cloudera

Cloudera Partners with Per Scholas to Educate a Diverse Technology Workforce Working in the technology sector comes with plenty of perks, from higher wages to opportunities for upward growth. But breaking into the tech industry isn’t always straightforward. Specialized jobs that come with higher pay and better benefits are typically only available for those who can afford for the training and skills required to make it in the industry.

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AWS Lake Formation 2022 year in review

AWS Big Data

Data governance is the collection of policies, processes, and systems that organizations use to ensure the quality and appropriate handling of their data throughout its lifecycle for the purpose of generating business value. Data governance is increasingly top-of-mind for customers as they recognize data as one of their most important assets. Effective data governance enables better decision-making by improving data quality, reducing data management costs, and ensuring secure access to data for

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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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GraphDB Users Ask: Can I Fine-tune Security on Some of the Endpoints in GraphDB?

Ontotext

ONTOTEXT ANSWER: As you are most likely well aware, GraphDB has support for RBAC. You can enable read and write permissions on the repository level. Besides this, you can also fine-tune permissions on different REST APIs. However, before we go over “how”, let’s have quick look at “why” GraphDB has security over all its endpoints by default.

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A Data-Driven Customer Services Approach

TDAN

As customer service continues to be a top priority for businesses, data has become a crucial aspect of improving the way they interact with their customers. By utilizing CRM software and call center software, companies are able to easily access and analyze customer data to provide a personalized experience.

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Can Data Virtualization Give Your Organization’s Sustainability Initiatives a Healthy Dose of “Green” Momentum?

Data Virtualization

Reading Time: 3 minutes Enterprises are under pressure to more effectively monitor, manage, and extend their sustainability initiatives. They also need to demonstrate them to customers, partners, and regulators. But just why is data so critical in these “green” goals? IDC data shows that. The post Can Data Virtualization Give Your Organization’s Sustainability Initiatives a Healthy Dose of “Green” Momentum?

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Integrating & Analyzing the Medical Record

TDAN

It happens a thousand times a day. Every time someone partakes in medical care, a record of the care is written. Taken together, there are a LOT of medical records that are written each day. And over time, these records form an impressive and important collection of information.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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Walgreens Empowers Pharmacists with an Intelligent Prescription Data Platform on Microsoft Cloud

CIO Business Intelligence

Analytics, Business Intelligence, iCloud

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Helping Data Stakeholders Help Themselves

TDAN

Your organization, if it has reached certain thresholds of size or complexity, has data stakeholders at all levels and across all domains. A data stakeholder, defined broadly, is someone who uses, affects, or is affected by data; it could be a person, a group, a department, even a subsidiary corporation!

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Serverless logging with Amazon OpenSearch Serverless and Amazon Kinesis Data Firehose

AWS Big Data

In this post, you will learn how you can use Amazon Kinesis Data Firehose to build a log ingestion pipeline to send VPC flow logs to Amazon OpenSearch Serverless. First, you create the OpenSearch Serverless collection you use to store VPC flow logs, then you create a Kinesis Data Firehose delivery pipeline that forwards the flow logs to OpenSearch Serverless.

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What is Business Intelligence Consulting

BizAcuity

Thanks to the recent technological innovations and circumstances to their rapid adoption, having a data warehouse has become quite common in various enterprises across sectors. However, many businesses seem to face a lot of challenges, which includes ensuring a ‘single source of truth’ across the organization. Several large organizations have faltered on different stages of BI implementation, from poor data quality to the inability to scale due to larger volumes of data and extremely complex BI

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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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Is ITOM Still Relevant for Multi-cloud Environments?

CIO Business Intelligence

IT Operations management (ITOM) – a framework that gives IT teams the tools to centrally monitor and manage applications and infrastructure across multi-premise environments – has been the foundation of enterprise IT infrastructure and applications for the last 30 years. It has been the backbone that ensures technology stacks are operating optimally to provide timely business value and keep employees engaged and productive by maintaining the availability of core applications.

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Visualize multivariate data using a radar chart in Amazon QuickSight

AWS Big Data

At AWS re:Invent 2022, we announced the general availability of two new Amazon QuickSight visuals: small multiples and text boxes. We are excited to add another new visual to QuickSight: radar charts. With radar charts, you can compare two or more items across multiple variables in QuickSight. In this post, we explore radar charts, its use cases, and how to configure one.

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Making Remarkable Energy Grids a Reality

CIO Business Intelligence

Many industries already benefit from the transformative power of advanced digitalization. Telecommunications, manufacturing, retail, publishing, and others have seen amazing changes in terms of new opportunities, capabilities, and efficiencies. While the energy sector has long embraced IT, it’s on the verge of a digital makeover. The dilemma of constantly growing energy demand and the need to address the global climate crisis using increasing amounts of intermittent renewables drives energy c

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Modernizing enterprise architecture for the digital era

CIO Business Intelligence

With digital operating models altering business processes and the IT landscape, enterprise architecture (EA) — a rigid stalwart of IT — has shown signs of evolving as well. One key indicator of this evolution is the increasing interest in enterprise architecture management (EAM) tools, which transformational enterprise architects and CIOs are turning to in order to jointly digitize the business.

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Strategic CX: A Deep Dive into Voice of the Customer Insights for Clarity

Speaker: Nicholas Zeisler, CX Strategist & Fractional CXO

The first step in a successful Customer Experience endeavor (or for that matter, any business proposition) is to find out what’s wrong. If you can’t identify it, you can’t fix it! 💡 That’s where the Voice of the Customer (VoC) comes in. Today, far too many brands do VoC simply because that’s what they think they’re supposed to do; that’s what all their competitors do.

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Discover’s unique IT training platform builds skills and community

CIO Business Intelligence

With talent markets tight as ever, upskilling is increasingly becoming an IT imperative, and Discover Financial Services is among those companies sharpening staff capabilities by investing in their IT training strategies. The company, which has a culture of “empowering [employees] to work better together in modern ways,” says Angel Diaz, vice president of technology capabilities and innovation (pictured), is keenly aware of the latest “technology-fueled renaissance” that sees employees increasin

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