How automation is changing data science and machine learning


Almost any article you read about how automation will affect our future can be classified into one of two narratives. The first one is that it will definitely lead to a better future, as it always had since the industrial revolution. Of course, some people will lose their jobs, but as history shows, new jobs will be created. And not just new jobs, but better jobs. The other narrative is that this time is different. The robots are becoming more and more intelligent and capable. And the number of jobs and industries they’ll destroy will far exceed the number of jobs they create. Of course, it’s impossible to tell which of the two narratives will become a reality. What we can tell is that these narratives share similar inception: more and more parts of our jobs and lives are being automated.
Take for example the process of driving. For many years now, we have been taking small parts of the driving process and automating them. For a better driving experience, we built cruise control. For route planning, we developed the GPS. Now, we are able to tackle more complex problems like lane merging and emergency braking. In the next couple of years, we will most certainly have fully autonomous cars driving on the roads. Just last week Waymo, Alphabet’s self-driving subsidiary, officially received the very first California permit to test their vehicles in the state without a human behind the wheel.
Security teams turn to automation to tackle avalanche of alerts


High numbers of alerts and the resources needed to deal with them are causing problems for security teams and leading them to turn to Security Orchestration, Automation and Response (SOAR) tools in order to cope.
A new report from security automation specialist Demisto finds teams are being inundated with more than 174,000 alerts every week and security teams are only able to review and respond to around 12,000 of them.
Consumers lack trust in IoT devices


More than half of consumers worldwide are now using IoT devices, yet 64 percent of those have already encountered performance issues and there are widespread fears about what could go wrong, according to a new survey.
The study of 10,000 consumers by software intelligence company Dynatrace finds that people experience an average of one and a half digital performance problems every day, and 62 percent fear the number of problems they encounter, and the frequency, will increase due to the rise of IoT.
New tool streamlines workflow automation across platforms


Employees often spend valuable time keeping their various work apps coordinated and synchronized, which harms productivity.
Cloud-based mobile app building platform Appy Pie is addressing this problem with the launch of its 'Connect' tool, a productivity solution that allows businesses to streamline tasks and automate workflow across multiple applications simultaneously.
NYC announces plans to test algorithms for bias


The mayor of New York City, Bill de Blasio, has announced the formation of a new task force to examine the fairness of the algorithms used in the city's automated systems.
The Automated Decision Systems Task Force will review algorithms that are in use to determine that they are free from bias. Representatives from the Department of Social Services, the NYC Police Department, the Department of Transportation, the Mayor's Office of Criminal Justice, the Administration for Children's Services, and the Department of Education will be involved, and the aim is to produce a report by December 2019.
Turbonomic delivers AI-powered workload automation for the cloud


Workload automation specialist Turbonomic has released a major update to its software, delivering application-aware infrastructure and making any type of workload -- virtual, cloud and container -- self-managing.
Turbonomic's AI-powered decision engine analyzes performance, cost and compliance data across the entire IT stack and generates trustworthy decisions at scale faster than before.
New robotic process platform helps businesses stay competitive


Robotic process automation is increasingly popular with businesses looking to streamline their operations and cut costs.
Specialist in this area Redwood Software is launching a new robotic process automation (RPA) platform that offers access to over 35,000 robotic tools for tasks like accounting, payroll, compliance, claims processing and more.
Process mining and robotic automation combine to drive digital transformation


Enterprises face many challenges when automating their processes, not least in identifying which have the most potential to benefit from the process.
A new collaboration between robotic process automation (RPA) platform company, UiPath and leader in process mining, Celonis, lets customers automatically visualize and screen their processes for areas with highest automation potential, and subsequently, build, test, and deploy RPA in an accelerated and structured fashion.
Automation will not kill the IT engineer


IT departments need to act to fix a "world of complexity" that is causing difficulties for professionals the world over, a leading expert has warned.
Speaking at the recent IP Expo event in London, Gordon Thomson, Cisco Systems managing director of enterprise networks, warned that as companies grow, so does their IT infrastructure, meaning that many IT departments are facing new challenges that they may never have even considered before.
Alexa and the Wink home automation hub team up on colors


Are you automating your abode? It's become the in-thing these days with more and more products hitting the market. While we can't stress enough about the insecurities that have been discovered, it still can be a fun experience, although sometimes a difficult one.
There's no end, seemingly, to the things you can do, but where many people start is with lights, which, in theory, are easy. Some aren't, so be warned.
UK workers optimistic about automation


Every second office worker in the UK (48 percent) is optimistic about what automation technologies will do to their workplace in the future. The only problems are that it’s expensive and infrastructure is lacking.
This is according to a new report by Capgemini, based on a poll of more than 1,000 UK office workers.
DevOps automation boosts performance


The highest performing organizations have automated 72 percent of all configuration management processes. And those same high performers spend much less time (28 percent) in manual configuration processes that stall innovation and deployments.
In comparison, low performers are spending almost half of their time (46 percent) on manual configuration. These are among the findings of the latest State of DevOps Report by Puppet, which surveyed 3,200 respondents from organizations of all sizes and across multiple industries.
Jarte 6.0 Plus adds Autohotkey scripting and automation


Carolina Read Software has unveiled Jarte 6.0, a major update for its Windows WordPad-based word processor.
The $19.95 Jarte Plus 6.0 build now supports running custom AutoHotkey scripts when you open a document, hit a hotkey or click a custom toolbar button. The system allows automatically entering text, replacing existing text, changing highlighting, colors and more, and you’re able to work with files, run programs, open websites, or do anything else AutoHotkey can normally do.
Automation will transform accountants' jobs in the next five years


Do you think automation will change your job in the next five years? Accountants seem to think so.
Pretty much every accountant believes their work will be either partly or completely automated by 2022. A new report by FreeAgent says 96 percent of accountants agree with this claim, and just three percent say they don’t think automation will change their work.
Enterprises that don't embrace automation will cease to exist


Automate or perish. That is essentially what a new study by BMC Software, an IT solutions for the digital enterprise company, is saying. It polled IT decision makers for its new report and came to the conclusion that almost three quarters (73 percent) agree with the above-mentioned statement.
ITDMs believe that those organizations which fail to adapt automation within the next five years will cease to exist in 10. More than nine in ten (92 percent) said that demands for new sources of revenue, unique competitive advantage, and operational excellence are creating "enormous pressure to compete digitally" to earn the trust of employees, partners and, finally, customers.
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