Data Skills for Artificial Intelligence

Overview

Delve into the pivotal realm of Data Skills for Artificial Intelligence through a comprehensive Professional Certificate program from Delft University of Technology, offered via edX. In today’s tech-centric environment, where Artificial Intelligence (AI) and Machine Learning (ML) are fundamental to the innovation and utility of services and products, the essence of data cannot be overstated.

Discover the crucial role of data in crafting successful AI/ML applications and the dire consequences of inadequate data management which leads to underperformance or failure of AI projects.

This educational series is designed to provide profound insights and essential considerations regarding data prerequisites for AI. Throughout the program, learners will grasp the significance of data to AI, learn rudimentary data engineering skills including setting up a Python notebook environment, utilizing advanced functions in Pandas for data exploration, and crafting simple yet insightful data visualizations.

Additionally, the course reveals how crowdsourcing emerges as a practical approach to harness human intelligence at scale for data creation, enrichment, and interpretation, thereby enhancing AI system performance and trustworthiness, and fostering wider AI adoption.

Equip yourself with a crucial skill set pivotal for career advancement in the domains of Data Science, Machine Learning, and the extensive field of Artificial Intelligence, through focused learning paths within this program. Positioned at the intersection of Artificial Intelligence Courses and Big Data Courses, this program is your gateway to becoming adept in managing and leveraging data for AI.

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Taught by

Christoph Lofi, Junzi Sun, Ujwal Gadiraju and Jie Yang

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Subjects