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  • Comprehending machine learning explainability: deep neural networks and automated trading

    We summarise a recent paper based on a high-frequency trading firm that adopts deep neural network (DNN) machine learning systems for trading functions. The paper considers how we can begin to explain the decisions of DNNs, despite their opacity.
    Literature Review 9 Aug 2022
  • Data biz in China: State advancing with cross-border transfer regulation

    The Cyberspace Administration of China (CAC) recently published three new data-related regulations, including “Measures on the Security Assessment of Cross-Border Data Transfer”. In this intelligence report, we summarise the latest developments in the Chinese data-related regulatory framework and moves by key industry stakeholders.
    Intelligence 3 Aug 2022
  • Google delays cookies removal plan to end of 2024

    The company said it needed more time to evaluate and test potential replacements that would improve users’ privacy, while “giving businesses the tools they need to succeed online.”
    News 1 Aug 2022
  • My vendor says, “It’s all public data.” Should I be concerned?

    Buyers should not accept that assertion without conducting an analysis of the relevant vendor's data and sourcing methods.
    Sentry 1 Aug 2022
  • People moves (28 July 2022): Yodlee, Verition, Tegus and more

    Submit your promotions, job changes and open roles to press@neudata.co for inclusion in next week's newsletter.
    News 28 Jul 2022
  • 90% of funds find data evaluation process challenging

    Hedge funds are reaffirming the importance of data quality and access to new technology – regardless of investment strategy – according to SigTech’s new Hedge Fund Report.
    News 27 Jul 2022
  • Natural language processing – a newer paradigm

    We reflect on an area of alternative data that has seen substantial growth and evolvement in the past few years. This report examines some newer applications of natural language processing (NLP) we've begun to see emerge within the alternative data space.
    Intelligence 27 Jul 2022
  • Inflation studies – anticipating official CPI figures with alternative data

    With current concerns over rising inflation across major economies, we summarise two studies that anticipate official CPI figures ahead of their release. These studies use high-frequency alternative data sources, which are found to improve the forecast accuracy of inflation models and provide timely insights into global pricing dynamics.
    Literature Review 26 Jul 2022
  • Beyond location data: Mobility, population and demographics

    After increased media attention and some discontinuations in the location data market, this intelligence piece looks at some alternative data sources to location data. Use cases for this type of data have typically been associated with tracking short-term mobility patterns. We also explore the data sources that can facilitate an understanding of longer-term human mobility and population dynamics.
    Intelligence 21 Jul 2022
  • People moves (21 July 2022): data.ai, Bloomberg, ESG Book and more

    Submit your promotions, job changes and open roles to press@neudata.co for inclusion in next week's newsletter.
    News 21 Jul 2022
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