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The Difference Between Machine Learning, Deep Learning, Automation & What Unites Them

Computer automation couldn't exist without data science as a field. On the other hand, all those fancy machine learning subroutines would be rather useless if there wasn't at least some way to get them to do practical work. Unfortunately, the interaction between all of these fields makes it...

Andrej Kovacevic's profile image

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How IBM's Automation Document Processing can help utility bill payment automation

Please also read Part I of this blog ' Leverage the power of Low Code and AI to automate your document processing ' written by Allen Chan , CTO of IBM Digital Business Automation. IBM's Automation Document Processing is a set of AI-powered services that can read unstructured documents, refine...

MIRA KIM's profile image

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How anyone can use deep learning to turn unstructured content into actionable data with IBM Automation Document Processing

We understand automation will make our businesses more profitable and free up time to focus on high value tasks. We also know that data scientists can build sophisticated models to make this happen, but they are in high demand and have too many projects to tackle. Meanwhile, businesses...

KATHRYN TIRADOR's profile image

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Deploy AI, Virtual Community Day

IBM Data Science Virtual Community Day: Deploy AI What is it? Why are we doing it? What should you expect? Upcoming on March 10th is the IBM Data Science Community's virtual conference . It's a virtual event where external thought leaders, IBM experts, and researchers will teach you how...

William Roberts's profile image

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Data Science Community News | Volume 2, Issue 2

February 2020 | Volume 2, Issue 2 | Subscribe Spotlight OpenAI—>PyTorch OpenAI is an independent research group who has led the AI community in an assortment of projects ranging from NLP to RL. Their...

Christina Howell's profile image

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Introducing AutoML

by Paco Nathan and Will Roberts AutoML is a term that appears increasingly in tech industry articles and vendor product claims, and is also a hot topic within AI research in academia. Consider how nearly all of the public cloud vendors promote some form of AutoML service. The tech ...

Paco Nathan's profile image

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Federated Learning - Part 2

1. Introduction In the first of our blog series on federated learning in partnership with IBM Research, we wrote about the mechanism for federated learning as well as the technology behind the paper that won the Best Paper Award 2019 at AISec 2019. It is very helpful to start with that blog...

NATHALIE BARACALDO's profile image

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IBM and a Department Store Build a Recommender

IBM and a Department Store Build a Recommender -- Intro: Why this Article? Recommendation systems are an especially important tool for businesses today selling a multitude of products. They allow those businesses to infer for their customers their potential interest in products they...

William Roberts's profile image

Library Entry
Ask a Data Scientist: LSTMs and Sequence Modeling, a podcast with Mike Tamir

NOTE: Audio file is at the bottom of this page. Will Roberts (WR): Hi, my name's Will Roberts. I'm a data scientist and evangelist at IBM and with me is Mike Tamir. Mike, how are you? Mike Tamir (MT): Great. Thanks for having me today. WR: Of course! Last time we spoke, we promised...