Analytics
IDG TECHtalk Voices
Best practices to embrace an ‘MLOps’ mindset
Most AI projects do not make it to production due to a communications gap. MLOps can help close the gap.
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Analytics and AI helps Experian help its customers
The consumer credit reporting company is leveraging its data and data scientists to create new services for its customers.
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15 power tips for Microsoft Power BI
Microsoft’s Power BI service can do a lot more than visualize data. From AI insights to curating data to use elsewhere, here’s how to make the most of it.
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8 reasons data science projects fail
Data science may be the hottest tool for solving business problems, but flawed projects can cause significant damage, leading decision-makers astray.
CIO Executive Council POV
How CareSource ditched its data silos
Taking a 'data fabric' approach in its shift from data silos to real-time access, the non-profit managed healthcare plan provider futureproofed its data platform, providing increased agility, interoperability, and accessibility for its members, network of doctors, and healthcare providers.
Movers and Shakers
Digital acceleration at Stanley Black & Decker places data at the center
CIO Rhonda Gass explains how a cloud data platform, technology business management framework, and agile architecture are keys to the $14B global company’s digital transformation.
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Mars sweetens supply chain with digital twin
The confectionery, pet care, and food company is partnering with Microsoft to replicate its manufacturing operations digitally, a twinning task designed to optimize its supply chain.
Movers and Shakers
How Inspire Brands IT serves up innovation at scale
CIO Raghu Sagi and his team are creating a multitenant architecture to improve customer experiences and worker productivity across seven restaurant brands.
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What is master data management? Ensuring a single source of truth
MDM is a set of disciplines, processes, and technologies for managing data about entities, such as products and customers, around which business is conducted.
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8 secrets of successful AI projects
Artificial intelligence holds great business promise, but it takes more than a working model to create scalable, transformative change
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Real-time analytics: 7 tips for success
Fast and accurate insights are crucial in today’s data-driven world, making real-time analytics essential for many enterprises. Here’s how to get it right.
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Truck maker Oshkosh drives decisions with data
The 104-year-old manufacturer of specialty trucks and military vehicles is leveraging data to optimize its business.
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San Jose Sharks build fan engagement with analytics
Seeking better insight into its marketing efforts, the NHL hockey team is breaking down data silos between business functions and leveraging data in new ways to maximize fan revenue.
Opinion
The dirty secret of data analytics: Culture of honest inquiry required
For far too many organizations, analysis has been corrupted by a culture of tweaking parameters to support desired outcomes. Here’s how to establish an honest path to data-driven decisions.
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Domino’s orders up MLOps to speed up data science delivery
The popular pizza maker is tapping into the emerging MLOps field, which helps the company’s data science team refresh data models and push them into production without IT’s help.
Movers and Shakers
4 tips for launching a successful data strategy
Becoming a data-driven company isn't as simple as amassing loads of data. If it were, more companies would already be reaping the rewards. Here, four CIOs offer their experience and advice on getting started turning data into business value.
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IT confronts climate change
Data analytics and AI are taking center stage in efforts to combat the fallout of climate change and environmental disasters across the globe.
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DC Water hunts lost water with analytics
Predictive analytics and AI are helping the District of Columbia’s water authority discover water main and sewer pipe breaks proactively.
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5 perspectives on modern data analytics
You can't navigate business challenges without the right instruments. Done right, analytics initiatives deliver the essential insights you need, as these five articles explore.
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Analytics in the cloud: Key challenges and how to overcome them
Moving analytics to the cloud requires new approaches, skills, and architectures compared with analysis done in-house the traditional way.
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Johnson Controls and Microsoft birth ‘digital twin’ for building management
Johnson Controls built its digital twin platform in Microsoft Azure to simulate building management operations.
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NJ Transit leverages data for bus and rail transformation
NJ Transit CTO Faisal Jameel has launched a data-driven overhaul to transform how the third-largest public transit agency in the US serves its passengers.
Movers and Shakers
How Brunswick IT enables digital business
CIO Mike Adams shares how the company has designed its digital and data platforms to put the customer at the center of its products, services, and digital ecosystem, underpinned by enterprise architecture.
CIO Executive Council POV
Rethinking data management for faster time to value
Enterprises should abandon traditional ETL approaches and strategies and adopt future state architectures that distribute the data transformation burden.
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AI governance: Reducing risk while reaping rewards
With AI moving from pilots to production, enterprises must establish cross-departmental oversight strategies focused on data quality, compliance, ethics, and more.
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Data governance: A best practices framework for managing data assets
Data governance defines roles, responsibilities, and processes for ensuring accountability for and ownership of data assets across the enterprise.
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10 technologies that will disrupt business in 2021
From AI to serverless computing, these 10 disruptive technologies and trends are transforming the business landscape in the wake of the pandemic and beyond.
IDG TECHtalk Voices
Money for nothing: Making sense of data collaborations in healthcare
The monetization of healthcare data has been a long-pursued goal for tech firms and healthcare enterprises. Newly formed data collaboratives are taking a fresh approach.
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Decision intelligence: The new BI
Business intelligence systems and strategies are being augmented with AI and machine learning to provide decision-making context and recommendations across the enterprise.
Movers and Shakers
How Skyworks embraced self-service IT
CIO Satya Jayadev and his team are democratizing technology and creating a self-service model to empower business users.
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Convergint builds data science team from the ground up
The installer of integrated building systems’ first-ever CIO, Bhuvana Badrinathan, launched data capabilities to predict sales revenue using automated data ingestion and feature engineering.
Movers and Shakers
Inside Blue Shield of California's IT operating model overhaul
For CIO Lisa Davis, the transformation to a product-focused operating model is key to realizing the health plan provider's digital health vision.
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Lockheed Martin accelerates data science with Domino Data Lab
The defense contractor has empowered its data scientists with self-service capabilities and centralized modeling, says Matt Seaman, chief data and analytics officer of enterprise operations.
Movers and Shakers
How technology creates an ecosystem of learning at Walden University
Walden CIO Karthik Venkatesh discusses how the university is leveraging SaaS, RPA, AI, and more to maximize student success.
Feature
What is a chief analytics officer? The exec who turns data into decisions
A chief analytics officer leads an organization’s data analytics strategy, driving data-related business changes in an effort to transform your company into a more analytics-driven one.
Boardroom Bound
The new data challenge: Raising your company's ESG IQ
Environmental, social and governance (ESG) issues are now a top board concern, with employees and investors alike expecting companies to take an active role in improving society. CIOs have an opportunity to flex their data management expertise, serving as a trusted advisor on the quality and value of ESG data.
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At FedEx, sensors and analytics fuel COVID-19 vaccine distribution
FedEx is relying on insights from its SenseAware ID IoT system and Microsoft’s Azure machine learning software to ensure coronavirus vaccines reach their final destinations.
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7 tips for modernizing data management
Data is an enterprise's lifeblood. Don't let poor management drain away your organization's most precious resource.
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Top 12 BI tools of 2021
It’s not always easy choosing a business intelligence tool to meet the needs of your enterprise. Here are 12 that could work for you.
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January 2021: The race to digital
The pandemic put the need for digital advancement in the spotlight—and CIOs have responded by fast-tracking technical and cultural transformations.
Opinion
12 dark secrets of AI
With the drumbeat for AI across all industries only getting louder, IT leaders must come to grips with the dark secrets of working with artificial intelligence to glean business insights.
Movers and Shakers
How Cargill IT is helping to solve the world's food problems
CIO Justin Kershaw describes what he looks for in his senior leaders and how the $114 billion agriculture company uses data from low-Earth orbit satellites and distributed ledger technology to bring transparency to the food supply chain.
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9 IT resolutions for 2021
IT leaders share their visions on how they hope to transform their teams, their organizations, and themselves in the new year.
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What is a data analyst? A key role for data-driven business decisions
Data analysts help organizations understand the current state of the business by interpreting a wide range of data.
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7 reasons your AI strategy isn't working
Where did it all go wrong? Instead of achieving success, many new AI adopters are tripping into common pitfalls that derail the technology's benefits. Here's how to get back on track.
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Top 5 strategic priorities for IT leaders in 2021
IT leaders from tech, insurance, and finance sectors share their strategic priorities for 2021. Self-service solutions, edge computing, analytics, and low-code development top CIOs’ roadmaps.
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8 business intelligence certifications to advance your BI career
From BI analysts and BI developers to BI architects and BI directors, business intelligence pros are in high demand. Here are eight certifications that could give your career an edge.
Analysis
10 future trends and how CIOs can keep ahead in 2021
After a year disrupted by a global pandemic, the next normal is starting to take shape. Here's a look at what's ahead for IT organizations.
CDO at the Center
5 ways to take control of data in 2021
COVID-19 is transforming the way the economy works, guaranteeing that our data needs will also change and grow. Here's what that means for CIOs in the year ahead.
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How to build a successful data science training program
Data scientists are in short supply. Some companies are filling the gap by setting up training programs to reskill employees for data science roles.-
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