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Tackling Bias in AI Translation: A Data Perspective

Smart Data Collective

Let us uncover its implications in AI translation and discover effective strategies to combat them. This bias can emerge due to multiple factors, such as the training data, algorithmic design, and human influence. Identifying such disparities and understanding the underlying causes to develop targeted mitigation strategies is crucial.

Metrics 68
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Best Ways to Integrate Big Data into Your Business

Smart Data Collective

Big data is generated primarily by three sources: Business Companies generate massive amounts of data daily. Financial data (invoices, transactions, billing data) and internal and external documents (reports, business letters, production plans, and so on) are examples of this. Is big data a risky business?

Big Data 101
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A step-by-step guide to setting up a data governance program

IBM Big Data Hub

Technology and data architecture play a crucial role in enabling data governance and achieving these objectives. Focus and prioritize what you’re delivering to the business, determine what you need, deliver and measure results, refine, expand, and deliver against the next priority objectives. Don’t try to do everything at once!

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Sustainability trends: 5 issues to watch in 2024

IBM Big Data Hub

1 In pursuit of net zero, organizations will focus their sustainability efforts on two paths in 2024: Clean energy : The transition from fossil fuels to renewable energy sources is central to sustainability strategies and net zero initiatives, and was a central issue last year at the United Nations’ COP28 climate summit.

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A Guide To The Methods, Benefits & Problems of The Interpretation of Data

datapine

Yet, before any serious data interpretation inquiry can begin, it should be understood that visual presentations of data findings are irrelevant unless a sound decision is made regarding scales of measurement. For a more in-depth review of scales of measurement, read our article on data analysis questions.

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Banking on customer experience and security via technology-based innovation

CIO Business Intelligence

I’ll never forget the look on my first mortgage clients’ faces as they signed for their new home – the joy and relief washing over them in equal measure. Workflow automation and data analytics are streamlining document management, cross-checking data, assessing for risk, ensuring regulatory compliance, and so on.

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What is data governance? Best practices for managing data assets

CIO Business Intelligence

The Data Management Association (DAMA) International defines it as the “planning, oversight, and control over management of data and the use of data and data-related sources.” Such a framework provides your organization with a holistic approach to collecting, managing, securing, and storing data.