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The Growing Impact of AI on Data Science in 2023

While AI’s ubiquity is becoming increasingly evident through everyday tools like chatbots, smart cameras, and smart content generation, there’s an expansive universe of less recognized but highly potent advancements poised to redefine how data scientists interact with and leverage the burgeoning volume and complexity of datasets. Emerging AI trends such as natural language processing, reinforcement learning, […]

Predictive Analytics Use Cases for Citizen Data Scientists

Gartner technology analysts predict that organizations leveraging augmented analytics solutions will grow at twice the rate of those that do not use these solutions. Those organizations that provide self-serve augmented analytics to their business users can achieve market goals and stay abreast of the competition with fact-based decision-making and a team that leverages analytics daily to make those […]

Assumptions in Regression: Why, What, and How

“Garbage in, garbage out” defines the importance of data in data science or machine learning in a nutshell. Incorrect input will yield meaningless results and screening data ensures we get comprehensible results. Before we start building models and generating insights, we need to ensure that the quality of the data we are working with is […]

Why Geospatial Data Should Be Easily Accessible for Every Employee

Unlocking the power of geospatial data can give organizations a competitive edge, from optimizing supply chain logistics and enhancing customer experience to mitigating fraud and improving public health outcomes. But despite its far-reaching benefits, many organizations fail to fully harness geospatial data’s potential.  Why? Because geospatial data is voluminous, complex, and often distributed across multiple […]

The Democratization of Data Science and AI: When Anyone Can Advance a Field

“The democratization of data science” or the “democratization of AI” have long been popular buzz phrases. “Citizen data scientists” poke through open-source datasets finding valuable insights and sharing them with the world out of an individual sense of curiosity. And although this absolutely does happen, the reality is most of the time these democratized advances have not […]