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4 Practical Tips to Avoid Confirmation Bias with AI

Vision Edge Marketing

Overreliance on Correlation : AI models may identify correlations in data without necessarily understanding causation. If biased correlations exist in the training data, the AI model may learn and reinforce these biases. This overreliance on correlation without context can lead to misguided conclusions.

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Predictive Analytics: Leveraging AI for Data-Driven Marketing

Navigate the Channel

Predictive analytics, powered by artificial intelligence (AI), has emerged as the deal-changer in the field of marketing that will help companies acquire that edge. By leveraging predictive analytics, you can make informed decisions, optimize your marketing strategies and enhance your customers’ experiences.

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LinkedIn Website Demographics Allows Marketers to Segment Anonymous Website Visitors

Envy

LinkedIn just announced the launch of Website Demographics, a free reporting tool that correlates your website traffic with professional data from LinkedIn’s vast database. LinkedIn Website Demographics allows you to do precisely that. Creating Tailored Remarketing Lists with LinkedIn Demographics. This is huge.

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How To Meet Buyers’ Goals in an Era of Uncertainty

Tony Zambito

Just analyzing the hodgepodge of demographic data, psychographic data, analytical data, intent data, customer satisfaction survey data and other forms of data will no longer cut it in an Era of Uncertainty. Correlating external pressures and their impact on how buyers can or cannot meet their goals. Growth in market share.

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Future of B2B Demand Generation: Trends On the Horizon

Binary Demand

Check out the tech and tactics fueling the above mentioned shift: Intent data Account-based marketing (ABM) Personalization Marketing automation Predictive analytics Adapting to the merging of modern B2B buyers and the trends driving B2B demand generation strategies is crucial for thriving in today’s evolving B2B landscape.

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Avoiding The Predictive Analytics #Fail In Demand Generation

ANNUITAS

Everywhere we turn, study after study claims marketing and sales leaders have “already implemented or are planning to implement predictive analytics in the coming 12 months.” But I bet “you know a guy who knows a guy” who is “killing it” with predictive analytics, right? Everybody’s doing it, right? Are you doing it?

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Business Intelligence and Data Analytics: Understanding the Key Differences 

PureB2B

The terms business intelligence and data analytics are often used interchangeably. A clear distinction can be made between BI and data analytics. Data analytics, on the other hand, refers to the process of analyzing raw data and transforming it into a format from which conclusions can be drawn. Scope of Work.