Capital One Machine Learning Lead on Lessons at Scale

Machine learning has moved from prototype to production across a wide range of business units at financial services giant Capital One due in part to a centralized approach to evaluating and rolling out new projects.

This is no easy task given the scale and scope of the enterprise but according to Zachary Hanif who is director of Capitol One’s machine learning “center for excellence”, the trick is to define use cases early that touch as broad of a base within the larger organization as possible and build outwards. This is encapsulated in the philosophy Hanif spearheads—locating machine learning talent in …

Capital One Machine Learning Lead on Lessons at Scale was written by Nicole Hemsoth at The Next Platform.

IDG Contributor Network: Overcoming barriers: An evolutionary approach to edge computing

Pushing industrial control intelligence to the edge—closer to where manufacturing and production processes are happening—offers tremendous potential for increasing business efficiency and agility. Add in the ability to perform real-time analytics on the plant floor, and the possibilities for optimizing operations are endless.This is not lost on operational technology (OT) professionals. According to a recent market report by ARC Advisory Group, 91 percent of industrial automation users surveyed said that having better systems and connectivity at the edge will improve real-time decision making. Early adopters are moving aggressively to push intelligence to the edge as part of a larger Industrial Internet of things (IIoT) strategy. So why isn’t everyone jumping on the edge computing bandwagon?To read this article in full, please click here

BrandPost: Network services and the value of choice

Who doesn’t like to have choices?  Whether it’s our choice of coffee in the morning, our make of car, or which browser we use – we enjoy being able to pick what we think is right for us. And the availability of choice empowers us, according to Susan Weinschenk Ph.D in Psychology TodayDATA SHEETSelect Support data SheetTo read this article in full, please click here

How server disaggregation could make cloud data centers more efficient

The growth in cloud computing has shone a spotlight on data centers, which already consume at least 7 percent of the global electricity supply and growing, according to some estimates. This has led the IT industry to search for ways of making infrastructure more efficient, including some efforts that attempt to rethink the way computers and data centers are built in the first place.To read this article in full, please click here(Insider Story)

How server disaggregation could make cloud data centers more efficient

The growth in cloud computing has shone a spotlight on data centers, which already consume at least 7 percent of the global electricity supply and growing, according to some estimates. This has led the IT industry to search for ways of making infrastructure more efficient, including some efforts that attempt to rethink the way computers and data centers are built in the first place.To read this article in full, please click here(Insider Story)

AI can be a game changer for WI-Fi management

There’s no question that Wi-Fi networks continue to grow in importance for most companies. Workers rely on it to do their jobs, students are being educated on mobile tablets, doctors are pulling up records at a patients' bedside, and millions of Internet of Things (IoT) devices are now being connected to Wi-Fi. Wireless is no longer the connection of convenience — it’s mission critical, and a poor-performing wireless network means a key process is likely to fail. [ Find out whether MU-MIMO can really boost Wi-Fi capacity and learn why you need MU-MIMO in your wireless routers . | Get regularly scheduled insights by signing up for Network World newsletters. ] Wi-Fi troubleshooting a continued source of pain for network engineers   If the wireless network is so critical, why aren’t there better Wi-Fi troubleshooting tools? A recent ZK Research survey about Wi-Fi troubleshooting uncovered how difficult this. Some interesting data points from the survey:To read this article in full, please click here

AI can be a game changer for WI-Fi management

There’s no question that Wi-Fi networks continue to grow in importance for most companies. Workers rely on it to do their jobs, students are being educated on mobile tablets, doctors are pulling up records at a patients' bedside, and millions of Internet of Things (IoT) devices are now being connected to Wi-Fi. Wireless is no longer the connection of convenience — it’s mission critical, and a poor-performing wireless network means a key process is likely to fail. [ Find out whether MU-MIMO can really boost Wi-Fi capacity and learn why you need MU-MIMO in your wireless routers . | Get regularly scheduled insights by signing up for Network World newsletters. ] Wi-Fi troubleshooting a continued source of pain for network engineers   If the wireless network is so critical, why aren’t there better Wi-Fi troubleshooting tools? A recent ZK Research survey about Wi-Fi troubleshooting uncovered how difficult this. Some interesting data points from the survey:To read this article in full, please click here

What is composable infrastructure?

Composable infrastructure treats compute, storage, and network devices as pools of resources that can be provisioned as needed, depending on what different workloads require for optimum performance. It’s an emerging category of infrastructure that’s aimed at optimizing IT resources and improving business agility.The approach is like a public cloud in that resource capacity is requested and provisioned from shared capacity – except composable infrastructure sits on-premises in an enterprise data center.[ Check out REVIEW: VMware’s vSAN 6.6 and hear IDC’s top 10 data center predictions . | Get regularly scheduled insights by signing up for Network World newsletters. ] IT resources are treated as services, and the composable aspect refers to the ability to make those resources available on the fly, depending on the needs of different physical, virtual and containerized applications. A management layer is designed to discover and access the pools of compute and storage, ensuring that the right resources are in the right place at the right time.To read this article in full, please click here

What is composable infrastructure?

Composable infrastructure treats compute, storage, and network devices as pools of resources that can be provisioned as needed, depending on what different workloads require for optimum performance. It’s an emerging category of infrastructure that’s aimed at optimizing IT resources and improving business agility.The approach is like a public cloud in that resource capacity is requested and provisioned from shared capacity – except composable infrastructure sits on-premises in an enterprise data center.[ Check out REVIEW: VMware’s vSAN 6.6 and hear IDC’s top 10 data center predictions . | Get regularly scheduled insights by signing up for Network World newsletters. ] IT resources are treated as services, and the composable aspect refers to the ability to make those resources available on the fly, depending on the needs of different physical, virtual and containerized applications. A management layer is designed to discover and access the pools of compute and storage, ensuring that the right resources are in the right place at the right time.To read this article in full, please click here

IDG Contributor Network: File storage modernization for the small and midsize business

In our last two columns, we’ve focused our discussion on industry trends that are impacting storage architectures, as well as a few “broad stroke” architectures that may help businesses address the issues those trends created. For this month’s column (as well as more than a few future ones), I’d like to instead focus on solution strategies for improving and modernizing the storage architectures for today’s businesses.Market drivers for SMB storage Let’s start with looking at small and midsize businesses (SMBs). By our definition we’re talking about firms with less than 1,000 employees. While that’s hardly FORTUNE 500 territory, firms with hundreds of employees still have a deep need for enterprise-class file storage capabilities. Think design firms, software developers, architectural firms, creative businesses, etc. – all of these SMBs rely on their data and file storage as the lifeblood of their business.To read this article in full, please click here

Sponsored Post: Educative, Clover, Triplebyte, Exoscale, Symbiont, Loupe, Etleap, Aerospike, Scalyr, Domino Data Lab, MemSQL

Who's Hiring? 

  • Clover is looking for seasoned software engineers to help us solve the most complicated problem in the world: healthcare. We're using sophisticated data analytics, custom software, and machine learning to coordinate care and build a clearer model of our member's health and risk factors. We are on a mission to help seniors and low-income members live healthier while keeping costs down. This is an opportunity for those who want to be at the intersection of health and technology and thrive in a collaborative environment as well as the freedom of self-direction. If you're interested, please directly apply here!

  • Triplebyte now hires software engineers for top tech companies and hundreds of the most exciting startups like Apple, Dropbox, Mixpanel, and Instacart. They identify your strengths from an online coding quiz and let you skip resume and recruiter screens at multiple companies at once. It's free, confidential, and background-blind. Apply here.

  • Symbiont is a New York-based financial technology company building new kinds of computer networks to connect independent financial institutions together and allow them to share business logic and data in real time. This involves developing a distributed system which is also decentralized, and which allows for the creation Continue reading

A Better Internet for Kenyan Kids

Unlike most children of his age, Alex Bahati, 16, is privileged to have a smart phone at his disposal when he is at home during school holidays. Alex lives with his two young siblings and a house help.  His parents work with an international NGO and their work demands a lot of travel and this keeps them away from the family most of the time. The flat where Alex lives is fixed with free Wifi giving the residents access to the Internet without much restriction. At Domus Marie Secondary School where he is in Form one, the deputy principle Mr. Thomson reported that Alex is one among a couple of students who are withdrawn and sleepy in class most of the times. His parents have also pleaded with the school administration to give Alex some special attention because he is addicted to the Internet.

As founder of MediaNetWorks, an advocacy and capacity building organization, I have been holding presentations and seminars about Internet safety in local schools, churches, and events organized for children. Some events of seven years ago remain vividly clear. While giving a workshop on Internet Safety to teens at a local Church in Ngong (Nairobi), Continue reading

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