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Video Highlights: Deep Learning for Probabilistic Time Series Forecasting

In this Data Science Salon talk, Kashif Rasul, Principal Research Scientist at Zalando, presents some modern probabilistic time series forecasting methods using deep learning. The Data Science Salon is a unique vertical focused conference which grew into the most diverse community of senior data science, machine learning and other technical specialists...

AI Innovations to Enhance UX

In this contributed article, freelance writer Charlotte Murphy, discusses how AI inhabits consumer electronics in the form of Siri, Cortana, Alexa and Google Assistant – these forms of AI remove the need for humans to interact with information ourselves – the AI does that for us. This represents a fundamental transition in UX design.

How NLU is Helping Improve Agent Performance For Better CX

In this special guest feature, Julie Miller, VP of Product Marketing at Clarabridge, discusses how contact centers leverage AI to remove bias. By harnessing natural language understanding (NLU) to automatically evaluate contact center interactions, teams can better identify issues across large volumes of inquiries and act confidently on them while remaining...

What the Internet of Things and Edge Computing Really Mean Today

In this contributed article, editorial consultant Jelani Harper takes a look at IoT, edge computing, and remote work. The ever shifting, restless nature of the data ecosystem is most acutely demonstrated in contemporary developments in the Internet of Things. The IoT is no longer a macrocosm of the Industrial Internet with distant fancies of smart homes...

Interview: Luminati CEO, Or Lenchner

I recently caught up with Or Lenchner, CEO at Luminati, to discuss his company's Data Collector product, an automated data collection tool, allowing customers to collect the most accurate data at scale quickly, easily, and without getting blocked. The Data Collector integrates and automates all stages of the data collection process for customers but...

TOP 10 insideBIGDATA Articles for February 2021

In this continuing regular feature, we give all our valued readers a monthly heads-up for the top 10 most viewed articles appearing on insideBIGDATA. Over the past several months, we’ve heard from many of our followers that this feature will enable them to catch up with important news and features flowing across our many channels.

Data Evolution in the Cloud: The lynchpin of competitive advantage

This report from our friends over at Snowflake reveals the extent to which the data sharing economy is powering business growth and how organizations are leveraging data from a range of sources to drive innovation, create better customer experiences, and meet regulatory requirements.

AI and 3D: A New Era of Geospatial Intelligence

In this special guest feature, San Gunawardana, Co-founder and CEO of Enview, discusses the marrying of AI and mapping, and why the two matter for the future of national security, disasters, infrastructure and city planning.

Interview: Targeting is Becoming a Data Science Problem

I recently caught up with Miguel Araujo, Director of Data Science at Semasio, to explore the question: with the impending loss of the cookie and changing nature of tracking user IDs, what does the future of targeting look like? Moving forward, advertisers must reference and merge a plethora of user attributes to make predictions about target audiences....

Video Highlights: Why Do ML Models Fail?

Our current machine learning (ML) models achieve impressive performance on many benchmark tasks. Yet, these models remain remarkably brittle, susceptible to manipulation and, more broadly, often behave in ways that are unpredictable to users. Why is this the case? In this talk by Aleksander Madry, Professor of Computer Science, Massachusetts Institute...

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