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Why you should care about debugging machine learning models

O'Reilly Media - Data

For all the excitement about machine learning (ML), there are serious impediments to its widespread adoption. Model debugging is an emergent discipline focused on finding and fixing problems in ML systems. We’ll review methods for debugging below. Not least is the broadening realization that ML models can fail.

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Highlights from the O’Reilly Artificial Intelligence Conference in London 2019

O'Reilly Media - Data

Marta Kwiatkowska provides an overview of techniques being developed to help improve the robustness, safety, and trust in AI systems. Watch “ Real-time AI for entity resolution “ Building and deploying AI applications and systems at scale. Ben Lorica and Roger Chen review how companies are building AI applications today.

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The Week’s 10 Biggest Funding Rounds: Obsidian Therapeutics And Flip Headline Another Strong Week

Crunchbase News

Flip , $144M, social media: Social commerce startup Flip locked up $144 million in new cash led by Streamlined Ventures in a deal that values the company at more than $1 billion. The Los Angeles-based startup is a marketplace that offers video reviews. Founded in 2019, the company has raised nearly $239 million, per Crunchbase.

Biotech 89
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ZineOne raises cash to help e-commerce companies predict customer behavior

TechCrunch

Deb previously co-founded EmPower, a firm that provided tools for social media research and media monitoring, while Malhotra started his own company, Social Lair, to build social media capabilities for large enterprises. As for Mukherjee, he left Oracle to launch Udichi, a compute platform for “big data” analysis.

Company 227
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How VPR Helped Prioritize the Most Dangerous CVEs in 2019

Tenable

How do VPR and CVSS compare when assessing the most dangerous CVEs in 2019? For this analysis, we examine the most dangerous CVEs of 2019 based on publications by Recorded Future, SonicWall and Verint. Their rating of the most dangerous vulnerabilities in 2019 represents a broad assessment of threat. . Let’s find out.

Trends 98
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The Ethics of AI Comes Down to Conscious Decisions

Cloudera

An authoritarian regime is manipulating an artificial intelligence (AI) system to spy on technology users. Social media platforms have struggled with this. It’s an issue with social media, as users accustomed to sharing whatever content they wanted suddenly were restricted by algorithmic rules. . Transparency is key.

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Top E-commerce Trends To Watch For In 2019

Xicom

Instead, each pattern needs to be observed and endorsed in due series, considering it a tried and true method to drive your E-commerce brand a step ahead. Thus, if you are mulling over to start something of your own, here is the list of influential yet leading e-commerce trends to bookmark in 2019 and beyond.

Trends 73