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ML internals: Synthetic Minority Oversampling (SMOTE) Technique

Domino Data Lab

In their 2002 paper Chawla et al. propose a different strategy where the minority class is over-sampled by generating synthetic examples. 2002) have performed a comprehensive evaluation of the impact of SMOTE- based up-sampling. 2002) provide an example that illustrates the modifications. Chawla et al., Chawla et al.,

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UK antitrust regulator puts Synopsys’ $35B acquisition of Ansys under the microscope

CIO Business Intelligence

This consolidation might prompt governments to reassess their strategies around technology self-sufficiency and diversification, potentially leading to stricter regulations and increased investment in domestic semiconductor capabilities to mitigate risks associated with geopolitical uncertainties.”

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PCI compliance: The best defense is a great defense

CIO Business Intelligence

Cybersecurity experts at Verizon Consulting Services draw on hands-on experience in solving payment card security challenges dating back to the formation of the PCI security regulation in 2002. Success in PCI DSS compliance and enterprise-wide efforts to protect data is not determined by luck,” adds Philipsen.

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12 Cloud Computing Risks & Challenges Businesses Are Facing In These Days

datapine

We discussed already some of these cloud computing challenges when comparing cloud vs on premise BI strategies. The survey by Flexera mentioned above shows that 89% of enterprises have a multi-cloud strategy. Most organizations did not have a robust cloud adoption strategy in place when they started to move to the cloud.

Risk 237
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SAP has a new succession plan

CIO Business Intelligence

Ala-Pietilä was President of Nokia from 1999 to 2005 and a member of SAP’s supervisory board between 2002 and 2021. The Finn is “excellently positioned to support SAP’s continued successful transformation,” it said.

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The end of digital transformation and the rise of business model innovation

CIO Business Intelligence

Following the unprecedented proliferation of genAI with the launch of OpenAI’s ChatGPT in 2002, executives were forced to reckon with the effectiveness of digital transformation to date. Early on, I observed that business strategy was rarely driving digital transformation, resulting in very little transformation occurring.

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What is a chief data officer? A leader who creates business value from data

CIO Business Intelligence

Capital One appointed the first CDO in 2002. Strategy& defines a CDO as “a single person at C-suite level or one level below, with responsibility for the company’s strategic approach to data.” The CDO oversees a range of data-related functions that may include data management, ensuring data quality, and creating data strategy.