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What are AI-Personalized Conversion Paths? Personalized conversion paths provide a tailored and individualized experience for each customer.  Important to marketers, personalized paths help increase customer engagement, likelihood to buy, satisfaction, and ultimately lead to higher conversion rates. AI-personalized conversion paths

Natural language processing, or NLP, is a type of artificial intelligence that allows computers to understand and generate human language. By applying NLP to customer data, businesses can gain valuable insights into how customers feel about their products and services,

If you knew which of your prospects would buy and when, what would you do differently?  What if you also knew what each prospect would buy, for how much, and why?  An amazing world of managing future revenue and results

You’ve probably heard the phrase used before, in technical meetings. But what does it mean, really?  What’s an “AI Pipeline?” An AI Pipeline is an end-to-end construct that orchestrates data flow into, and output from, a machine learning model (or

Data-Centric AI focuses on improving the data used to answer a business question or solve a problem versus changing the algorithm or writing new code. The idea of “data centricity” implies multiple techniques beyond “human in the loop” machine learning

Squark can apply generative techniques to improve the data that goes into your AI models. Instead of creating bad art 😂, we actually create good data. Here are a couple of methods we like: Enhancing missing data.  When data is

On YouTube, you might learn that finding outliers is as simple as determining which data was above 2-times standard deviation. At Squark we wish that were true, but that isn’t a really accurate guideline, however helpful. It’s a dull data