Course Category: Foundational Topics

Foundations of Data Science

This course is for those looking to get a foundational level overview of data science. This course provides a foundation of data science concepts, key terms, and additional knowledge and competencies needed to perform analysis. This course is ideal for managers, or those with a technical role who may or may not be data scientists …

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Foundations of Personalization & Recommendation Systems

As one of the seven patterns of AI, Personalization & Recommendation Systems allow the system to develop a unique profile of each individual, and have that profile learn and adapt over time for a wide variety of purposes, including displaying relevant content, recommending relevant products, providing personalized recommendations and guidance, advice, and feedback. This course …

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Foundations of Autonomous Systems

As one of the seven patterns of AI, autonomous systems are systems that are able to accomplish a task, achieve a goal, or interact with its surroundings with minimal to no human involvement. This course provides an advanced AI concept overview of  autonomous systems, which algorithms are commonly used for this pattern, and use case …

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Foundations of Natural Language Processing & Conversational Systems

As one of the seven patterns of AI, conversational systems facilitate communication interaction between machines and humans, as well as between humans and other humans. This course provides a foundational level overview of conversational systems with a special focus on natural language processing (NLP). The course explains what natural language processing (NLP) is, highlights algorithms …

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