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Latest Content tagged with AI/Machine Learning
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Dealing with IT Infrastructure Monitoring Tool Glut
Commentary  |  11/21/2019
The variety of siloed IT monitoring tools in an enterprise -- many of which overlap in terms of functionality -- makes the case for consolidation of the tools into a single package.
Businesses Arenít Ready for Californiaís Data Privacy Act
Commentary  |  11/20/2019
A year and a half after GDPR, California's own data privacy act will soon go into effect, but many businesses are unprepared. How can they get there?
When Planets Align: Edge Computingís Game-Changing Potential
Commentary  |  11/20/2019
Emerging technologies that leverage edge computing will take years -- potentially decades -- to emerge. The smart move is to wait for the hype to settle.
Watch Out: 7 Digital Disruptions for IT Leaders
News  |  11/18/2019
Here are seven digital disruptions that you may not see coming.
Equifax and FICO on Applying Machine Learning to Open Data
Commentary  |  11/15/2019
Credit rating organizations explore different approaches to understanding a flood of transaction information.
Stalled Enterprise AI Gets Unstuck from Surprising Source
News  |  11/14/2019
Enterprises have stalled in deploying AI to production, but platform investments from commercial providers may help them wrangle their open source models.
Why Businesses Should Adopt an AI Code of Ethics -- Now
Commentary  |  11/14/2019
AI has been abused as part of disinformation campaigns, accused of perpetuating biases, and criticized for overstepping privacy bounds. Let's address this.
How to Build an Optimal Machine Learning Team
Commentary  |  11/13/2019
An effective ML team is constantly evolving based on many different factors. Assess your specific needs and use cases before putting a team into action.
10 Data and Analytics Trends for 2020
News  |  11/12/2019
Data and analytics are permeating all parts of the digital enterprise. Here are the trends you need to watch in the years ahead.
Robotic Process Automation: 4 Key Considerations
Commentary  |  11/12/2019
Project sponsors and managers of automation initiatives should carefully consider building these elements into their projects from the outset.
Why It's Nice to Know What Can Go Wrong with AI
Commentary  |  11/11/2019
The mistakes and lessons learned early in the lifecycle of AI will serve all of us well in the future.
The Hunt for the 'Goldilocks Zone' in Tech and Data Policy
Commentary  |  11/9/2019
During a preview of CES 2020, Gary Shapiro spoke about finding a balance between legislation and leeway for technology implementation.
Neural Architecture Search Could Tune AIís Algorithmic Heart
Commentary  |  11/8/2019
If this approach gains traction, it could have a disruptive impact on the standard practice of data science.
How to Overcome Common Setbacks in IT Automation
Commentary  |  11/8/2019
Don't automate for the sake of automating. Identify which tasks/processes will experience automation benefits that outweigh its upfront and recurring costs.
How to Fail: Digital Transformation Mistakes
News  |  11/6/2019
Don't make these nine digital transformation mistakes that will slow down your efforts to be competitive in a new era.
Top-Paying U.S. Cities for Data Scientists and Data Analysts
Slideshows  |  11/5/2019
If you're a data scientist, you'll earn the most money on one of the coasts, but data analysts will do better looking for jobs in the center of the country.
AI in E-Commerce: Risk or Competitive Advantage?
Commentary  |  11/4/2019
If AI lets you implement discriminatory pricing or restrict access to a product based on a customer's race, age or gender, should you?
IBM Pitches Watson for Enterprise AI Woes
News  |  10/29/2019
IBM says that Watson can help enterprises struggling to get past the pilot phase with their AI programs.
NLP for Analytics: It's Not Just About Text
Commentary  |  10/29/2019
Text analytics has been the biggest use case for NLP, but now BI and analytics vendors are adding it to their products to make them easier to use.
AI Ethics: Where to Start
News  |  10/25/2019
Your AI program needs to incorporate fairness, transparency, security, and ethics. Here are the basics.
Your Cloud and Data Management Strategies are About to Collide
Commentary  |  10/24/2019
Companies are moving further into the cloud and undergoing data modernization. What some don't realize yet is that one strategy is better than two.
Beware the Pitfalls of Applying AI to Big Data
Commentary  |  10/24/2019
Decision makers should consider whether conclusions are influenced by shortcomings in the observable data and whether the algorithms properly address biases.
Achieving Techquilibrium: Get the Right Digital Balance
News  |  10/22/2019
Reaching the right "techquilibrium" will enable enterprises to compete and lead as they work toward digital transformation, said Gartner analysts during a keynote address at Gartner Symposium
Ascent Conference Insights: Bots, Data, and SaaS Culture
Commentary  |  10/21/2019
Suggestions on how automation can be leveraged and ways to use SaaS more efficiently peppered conversations with Zendesk and Hugo.
IT Challenge: Pace of Change with Infrastructure
Commentary  |  10/21/2019
With the storm of changes hitting the IT department -- from cloud to AI and anytime/anywhere mobile access -- the real challenge is in having the IT infrastructure keep pace.
Intelligent Automation: A Step Ahead of AI
Commentary  |  10/21/2019
Organizations that use intelligent automation to amplify human potential will stay ahead in the game, while those that don't will lag.
No Wonder the Chatbots are Sad
Commentary  |  10/18/2019
Emotional cognition is maturing, and there's a great deal of potential. Perhaps 'happiness' is in store for AI-powered bots in the not-too-distant future.
SAP Gets New Leadership for Cloud, AI Era
News  |  10/17/2019
SAP CEO Bill McDermott, who presided over dozens of acquisitions and the launch of what may be the biggest change to SAP's flagship product, has stepped down, making way for new leadership.
SAS Targets Operationalizing AI with ModelOps
News  |  10/16/2019
Analytics stalwart SAS wants to help organizations get to that last mile of digital transformation by moving them from pilot projects to deployment to modeling and governance.
Enterprise Guide to Edge Computing
Commentary  |  10/15/2019
Here's a collection of information to help IT leaders and professionals learn more about edge computing and use cases for their enterprise organizations.
Cyber Judgment: A New Path Forward for Decision Makers
Commentary  |  10/15/2019
Information security staff cannot be everywhere decisions are made, and not every risk decision can be automated.
How to Secure Data Privacy While Growing Machine Learning
Commentary  |  10/11/2019
There are ways to increase user privacy while still preserving the accuracy of machine learning systems. Here are three practical options for CIOs.
2020 IT Budgets Are Up, But ...
Commentary  |  10/8/2019
A Spiceworks report highlights the where's and why's of 2020 IT budget plans.
AI, Automation Drive Progress in Government Data Centers
News  |  10/8/2019
U.S. government data centers have consolidated and become more efficient in the last 10 years. Now they are adding AI and automation to the mix.
AI Keeps Buggy Code From Crashing The Cloud
Commentary  |  10/7/2019
AI-based test automation will be a key feature of DevOps in enterprise multi-cloud environments in the 2020s.
Breaking Silos and Curating Data for Impactful AI
Commentary  |  10/7/2019
AI requires both high-quality data and an infrastructure that ensures data is always available. Without that foundation, we'll never reach the future.
Changing Mindsets on IT Automation
Commentary  |  10/4/2019
Enterprises are not fully on board yet and in some cases stuck in manual mode. Here are four key areas to consider to get on the road to automation.
Rethinking IT: Tech Investments that Drive Business Growth
News  |  10/3/2019
Making the right technology investments can double your growth rate compared to that of your less progressive peers, according to a new report from Accenture.
Six Inevitable Technologies and the Milestones They Unlock
Commentary  |  10/3/2019
Grand-scale technologies act as nodes of progress that spark continued innovation. Here are several that will continue to impact society.
A Path from Pilot to Machine Learning Production
News  |  10/2/2019
Getting machine learning from the pilot into production is a hot issue in 2019. MLOps is one of the ways enterprises are doing it.
IT Careers: 12 Job Skills in Demand for 2020
Slideshows  |  10/1/2019
Employers will likely be looking to fill these kinds of IT positions in the coming year, building out their teams' tech skills.
Takeaway from MLOps NYC: Open Source Frameworks Need TLC
Commentary  |  9/30/2019
The growing open source options to manage and develop machine learning applications still require customization and care before enterprises dive in.
Getting from AI Pilot to Scale
News  |  9/30/2019
So you've succeeded with your automation and AI pilot project. Now how do you get to scale?
Talent Alert: Data Science Help is Coming
Commentary  |  9/27/2019
But will the flood of candidates solve your data problems? Here are a few issues to mull and tips on how to attract/retain data scientists in this hot market.
Q&A: New Relic CEO Lew Cirne on Observability in Development
Commentary  |  9/26/2019
More tools to better understand how apps are interconnected could save time on repairs and chasing security alerts.
Open Source Gains Ground in the Enterprise
News  |  9/26/2019
You may not hear a lot of enterprise executives talking about it, but open source software is becoming a mainstay in big organizations.
Human Touch Needed to Balance Prospects and Fears of AI
Commentary  |  9/24/2019
Events held at Microsoft and Samsung in New York highlight the need for data scientists to maintain humanity in AI development.
How to Effectively Vet for True AI in the Era of AI Washing
Commentary  |  9/24/2019
All AI is machine learning, but not all machine learning is AI. Make sure you know the difference before investing.
How CIOs Can Help Their Workforce Thrive
Commentary  |  9/23/2019
IT leaders must remember that in our ever-changing world, keeping employee skills sharp and ensuring they have the resources they need to stay current is key.
How the Chief Data Officer Role is Evolving
Commentary  |  9/23/2019
The CDO role continues to change with competitive pressures. Where are you on your journey and what do you need to do to get to the next level?
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