Tue.Apr 05, 2022

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Population Health Analytics with AWS HealthLake and QuickSight

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Healthcare Data using AI Medical Interoperability and machine learning (ML) are two remarkable innovations that are disrupting the healthcare industry. Medical Interoperability is the ability to integrate and share secure healthcare information promptly across multiple systems. Medical Interoperability along with AI & Machine Learning […].

Analytics 397
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Uncertainty Quantification in Artificial Intelligence-based Systems

KDnuggets

The article summarizes the plethora of UQ methods using Bayesian techniques, shows issues and gaps in the literature, suggests further directions, and epitomizes AI-based systems within the Financial Crime domain.

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Recurrent Neural Networks: Digging a bit deeper

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In the former article, we looked at how RNNs are different from standard NN and what was the reason behind using this algorithm. In this article we will dig a bit deeper into RNN, we will see the mathematical details and try to […]. The post Recurrent Neural Networks: Digging a bit deeper appeared first on Analytics Vidhya.

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Supply chain woes? Analytics may be the answer

CIO Business Intelligence

Supply chain woes continue to plague organizations around the world and in virtually all sectors. For some, leveraging data and analytics tools is proving to be an effective way to address the challenges. Disruptions to global supply chains due to the COVID-19 pandemic have been significant. As consulting firm Deloitte notes, the free movement and operation of people, raw materials, finished goods, and factory operations have been stymied.

Analytics 145
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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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An Introduction to Creating Stylized Sketches of Faces using JojoGAN

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Style transfer is a developing field in neural networks and it is a very useful feature that can be integrated into social media and AI apps. Several neural networks can map and transfer image styles to an input image as per the training […]. The post An Introduction to Creating Stylized Sketches of Faces using JojoGAN appeared first on Analytics Vidhya.

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Search Engine Marketers Without Data Analytics Knowledge Are Obsolete

Smart Data Collective

Data analytics has led to a huge shift in the marketing profession. A large part of this is due to advances in digital marketing. Digital marketers have an easier time compiling data on customer engagements, because most behavior and variables can be easily tracked. This is particularly true for search engine marketers. Earlier this year, VentureBeat published an article titled How data science can boost SEO strategy.

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5 Hardware Accelerators Every Data Scientist Should Leverage

Smart Data Collective

The data science profession has become highly complex in recent years. Data science companies are taking new initiatives to streamline many of their core functions and minimize some of the more common issues that they face. They are using tools like Amazon SageMaker to take advantage of more powerful machine learning capabilities. Amazon SageMaker is a hardware accelerator platform that uses cloud-based machine learning technology.

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Digital Transformation Success: It’s All About Simplicity Through Partnerships

CIO Business Intelligence

The pandemic has put digital transformation up front and center on the CIO’s agenda over the past few years. According to 2022 State of the CIO study , 85% of CIOs are focusing on transformational initiatives with pre-pandemic levels of technology budget growth. Going digital empowers businesses to deliver enhanced experiences in an age where consumers will pay 16% more for a great customer experience.

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AI Technology is Essential for Online Fraud Prevention

Smart Data Collective

Online fraud is growing at a frightening pace. Many cybercriminals believe they can con eCommerce stores out of their cash and never be caught because they are operating over the internet. One particular scam called fraudulent Buy Online Return In-Store (BORIS) is thought to have cost retailers a staggering $1.6 billion last year. However, new advances in AI are changing this situation.

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Data Professional Introspective: What Good Data Look Like – Part 5

TDAN

Let’s assume this scenario — Your organization has conducted an EDM Assessment. You now have detailed knowledge of your data management strengths, accomplishments, and capability gaps. Armed with that information, and with the organization’s business strategy and key priorities in hand, the CDO / Data Management Organization has coordinated the development of a Data Management […].

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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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Quality Control Tips for Data Collection with Drone Surveying

Smart Data Collective

Here at Smart Data Collective, we never cease to be amazed about the advances in data analytics. We have been publishing content on data analytics since 2008, but surprising new discoveries in big data are still made every year. One of the biggest trends shaping the future of data analytics is drone surveying. As more surveying companies harness the power of drones, they are compiling more data that can be used for energy procurement construction, oil drilling, defense applications and many othe

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AI Optimization Increases Amazon Sales

TDAN

Even pre-pandemic, Amazon was an ecommerce giant like no other. You could find practically anything on the platform and have it delivered straight to your door. Cut to a nearly-post-pandemic reality, and Amazon has become bigger and more competitive than ever. FBA sellers are rapidly multiplying, and as the competition gets fiercer, standing out becomes […].

Sales 98
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Use Paginated Reports to Create a Gantt Chart

Paul Turley

A Gantt chart is an excellent example of where Paginated Report & SSRS were an ideal choice for the purpose. It is a running list of activities with the duration for each displayed as a horizontal bar depicting the beginning and ending day along a horizontal scale. The challenge is that this is not a standard chart type in either Power BI or SSRS/Paginated Reports.

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Data Management’s Next Frontier is Machine Learning-Based Data Quality

TDAN

Regardless of how accurate a data system is, it yields poor results if the quality of data is bad. As part of their data strategy, a number of companies have begun to deploy machine learning solutions. In a recent study, AI and machine learning were named as the top data priorities for 2021, by 61% […].

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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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Investing in IT careers pays off at Capital One

CIO Business Intelligence

In tight talent markets, investing in employees’ careers can be a key differentiator. Upskilling and cross-training programs can not only improve employee productivity and help fill key skill gaps, but also prove to be essential tools for retention and recruitment, as Capital One’s approach to “developing the whole person” through a range of training programs attests.

IT 98
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All in the Data: Governing Data Mesh and Fabric

TDAN

Data Governance is defined as the execution and enforcement of authority over the management of data and data-related assets.1 The terms “Data Mesh” and “Data Fabric” are the most recent examples of names being given to something that describes techniques to help organizations manage their data. This column explains the overlap and relationship between data […].

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SQL Window Functions

KDnuggets

In this article, we’ll go over SQL window functions and how to use them when writing SQL queries.

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UK movers and shakers: New CIO and IT executive appointments

CIO Business Intelligence

Stay up-to-date with the latest UK CIO and senior IT executive appointments with our revamped and relaunched UK Movers & Shakers noticeboard. The world of the UK CIO is a dynamic one. It’s not unusual to find tech leaders seeking new and challenging roles to which they can bring their experience and digital transformation vision to fruition. Here, we bring you all the relevant announcements from the movers and shakers of the CIO UK community.

IT 105
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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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Using RFM Segmentation to Personalize the Customer Journey

Dataiku

There are many ways an e-retailer can enhance the shopping experience of a customer — through its communications on social media, by email, SMS, offline, etc. but also (and in a larger proportion) by personalizing what the customer sees on its website. It could be the products, filtered or sorted by the potential tastes of customers, or the recommendations pushed while checking out of the store.

IT 59
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Southampton FC’s IT director changes formation

CIO Business Intelligence

Southampton Football Club are on an upward trajectory with new ownership and a talented squad pushing to compete on the European stage. FA Cup finalists back in 1976, Southampton have been Premier League stalwarts for 20 of the league’s 27 seasons and are famed for a thriving youth academy that produced global superstars such as Gareth Bale. It would be wrong, however, to assume that this comes without growing pains for the club’s IT director, James Grove.

IT 97
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The Ultimate Work-From-Home Data Solution

TDAN

Work-from-home arrangements are, without a doubt, one of the greatest upheavals businesses are facing within the past ten years. Companies worldwide have faced the need to make data available to geographically dispersed teams without threatening the security and stability of their databases. In such an environment, data replication has become an essential solution for any […].

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Battle for the Digital Platforms Heats Up with EU Data Law

Andrew White

I surmised last year that efforts focused on regulating consumer platforms such as Apple’s and Google’s app stores could well apply at some point to public cloud infrastructure platforms used by business. See Keep an Eye on the Apple v Epic Battle. It turns out that the EU just signaled that what I thought might happen is indeed a distinct possibility.

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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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What is the Cost of Poor Quality Data in Your CRM?

TDAN

Your CRM is undeniably a valuable asset to your company however, what happens when the data inside this expensive investment isn’t cared for? Forbes reported 84% of CEO’s are concerned about the quality of the data that they are basing business decisions on. With a suspected $3.1 trillion annually lost in the US alone due […].

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Data Governance Adoption: Bob Seiner on How to Empower Your People to Participate

Alation

Data Management Meets Human Management. A well-oiled data governance machine comprises many parts, but what’s the most vital component? It’s you. You and anyone else at your organization who uses data. Of course you need the right tools — such as a data catalog — but without buy-in from the people who need to help make governance happen, your framework will look like a racetrack full of cars with no drivers, stalled at the starting line.

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Close all active Frame sessions

Nutanix

The Nutanix® Frame® Desktop-as-a- Service (DaaS) solution that allows administrators to create pools of non-persistent desktops and applications for use by internal and external users. When used on one of the public cloud infrastructures – AWS®, Azure® or GCP® clouds – this service can scale out very quickly and increase an organization's capacity to support a variety of use cases.

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Understand the Workings of Power BI

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction BI tools, including software services, apps, and data connectors, make up the Microsoft Power BI portfolio. Data from many sources are combined into a single dataset in this cloud-based platform. These data sets create shareable reports, dashboards, and apps for data visualization, evaluation, […].

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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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Business continuity planning: A proactive approach to threat management

CIO Business Intelligence

Current headlines from Ukraine have many companies concerned about the safety of employees or contractors residing there. Events like this highlight the importance of developing contingency plans based on events in the world that can impact businesses. Business continuity is an essential part of the planning process for CIOs and CTOs. Black swan events can impact businesses in significant ways.

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IBM’s z16 mainframe boasts on-chip AI acceleration

CIO Business Intelligence

IBM is refreshing its mainframe range, putting an AI accelerator on the processor and surrounding it with new cryptographic features the company says will help protect today’s data against the quantum computing attacks of the future. Slated to be available May 31, 2022, the IBM z16 will offer CIOs a way to deploy AI inferencing in the same secure environment, and at the same speed, as their transaction processing.

Insurance 134
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How Automation and No-Code are Driving Modern Data Warehousing

CIO Business Intelligence

Investment in data warehouses is rapidly rising, projected to reach $51.18 billion by 2028 as the technology becomes a vital cog for enterprises seeking to be more data-driven by using advanced analytics. Data warehouses are, of course, no new concept. They started out as big databases that contained all sorts of data that IT heads thought could prove useful at some point.