Logits: One Weird Trick to Predict Practically Everything

Posted by Daniel Shank on Jan 11, 2017 5:25:56 PM

The recent boom in machine learning has seen a tremendous rise in the popularity and popularization of complex machine learning methods. Techniques previously relegated to the annals of academic discourse have become common topics of discussion in some tech circles. Terms such as convolutional neural networks, variational autoencoders, and even Deep Q-learning have now become important to many people who previously could hardly be troubled to care about the latest fads in machine learning.

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Topics: machine learning

Remembering SmarterChild

Posted by Matt Carbone on Dec 20, 2016 12:25:53 PM


Messaging platforms and chatbots are blowing up. But it’s almost 2017 and you already know that, right? You’re probably ignoring your coworker’s Slack DM right now. Or maybe Alexa creeps you out sometimes but you’re willing to overlook it to conveniently order paper towels.

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Topics: intelligent assistants

Applying ChatOps Tools and Tactics to Human Resources

Posted by Brooke Torres on Dec 19, 2016 8:40:00 AM


ChatOps may be the hottest trend in software DevOps, but your human resources department can leverage many of the core concepts of ChatOps to benefit your entire organization. As we've covered previously, ChatOps is more than just DevOps on Slack. ChatOps is a philosophy that uses the latest messaging platforms (like Slack, HipChat, and Flowdock) to ensure that specific processes are done more effectively and more efficiently.

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Topics: ChatOps, Future of Work, Human Resources

Neural Turing Machines: Perils and Promise

Posted by Daniel Shank on Dec 16, 2016 10:29:42 AM

This post is by Daniel Shank, a Senior Data Scientist at Talla. He recently gave a talk at The Machine Learning Conference in San Francisco on Neural Turing Machines. A recording and full transcript for his talk can be found below.

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Topics: machine learning, Neural Networks, Neural Turing Machines

Happy 1st Birthday, Slack App Store

Posted by Brooke Torres on Dec 15, 2016 2:37:51 PM
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Topics: ChatOps, Future of Work, Slack

The Fatal Flaw in Nearly Every Employee Onboarding Checklist

Posted by Juliette Kopecky on Dec 15, 2016 11:28:06 AM


Just Google the phrase "employee onboarding checklist" and you'll be bombarded with advice for welcoming a new staff member for your organization. Sources as diverse as the Harvard Business Review to email marketing firm Constant Contact to the Society for Human Resource Management all recommend a pretty standard array of best practices for employee onboarding: have the new-hire fill out critical paperwork, have their workstation ready when they arrive, introduce them to coworkers, and take them to lunch.

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Topics: Future of Work, Human Resources

Press Release: Talla Launches ChatOps Platform for HR

Posted by Brooke Torres on Dec 13, 2016 11:00:37 AM


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Topics: Product Updates, Future of Work, Human Resources

ChatOps is More Than Just DevOps on Slack

Posted by Juliette Kopecky on Dec 9, 2016 2:07:06 PM


According to software development thought leaders, ChatOps is the new DevOps because Slack is the new email. If that assessment seems glib, you're onto something—because ChatOps differs from DevOps in more ways than simply using HipChat, Flowdock, or Campfire to notify your coworkers you're pushing code to production.

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Topics: ChatOps, Future of Work, Human Resources

The Top 10 Missing Items from Your New Employee Onboarding Campaign

Posted by Brooke Torres on Dec 1, 2016 2:45:15 PM


Even when your organization has a robust and thoughtful training and onboarding program, employees aren't always given some basic tools they need to ramp up quickly. Below, we outline items to add to your new employee onboarding campaign -- as in, a process that occurs over time, not during a one- or two-day crash course --  to make sure every employee gets the help they really need to acclimate quickly.

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Five Things Junior Software Engineers Should Look for in a Startup Job

Posted by Hart Neray on Nov 21, 2016 8:43:00 AM

Junior-Engineers-Look-for-in-Startup-Job-Talla.jpegThis post was contributed by Hart Neray, a Software Engineer at Talla. 

My first software engineering job out of college was the best possible job for my career — and I didn't realize at the time how lucky I was to get it. If I had to do my post-graduation job search over again, I wouldn't pick a different employer, but I'd approach a lot of things differently to make sure I ended up at a place like Talla.

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Topics: Recruiting