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Cloud computing has overcome some tough resistance over the years, but it has gained acceptance and proven it's value.Now IT pros have to make sure that cloud technology is applied the right way, delivering the solutions that business managers need.Enterprise software development teams have historically had trouble ensuring the code that runs well on a developer's machine also runs well in production.Dev Ops has promoted more collaboration between developers and IT operations.

The company operates through two divisions: Barclays UK and Barclays International.

Data science techniques are getting better, cheaper, and easier to use.

Even small and medium sized organizations can now tap these technologies.

IT leaders are tasked with making technical magic, improving customer experience, and boosting the bottom line -- yet often without any increase to the IT budget.

How are organizations striking the balance between new initiatives and cost control?

Data scientists and data science teams face similar challenges, which Dev Ops concepts can help address.

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