Global Certificate in Design & Data Science
-- ViewingNowThe Global Certificate in Design & Data Science is a comprehensive course that bridges the gap between design and data science, two of the most in-demand fields today. This course emphasizes the importance of integrating design thinking with data science techniques to drive better business decisions and user experiences.
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โข Data Literacy: Understanding data fundamentals, data types, data sources, and data manipulation.
โข Data Visualization: Techniques and tools for data visualization, data storytelling, and data communication.
โข Machine Learning: Basics of machine learning, regression, classification, clustering, and model evaluation.
โข Deep Learning: Neural networks, convolutional neural networks, recurrent neural networks, and transfer learning.
โข Data Ethics: Ethical considerations, data privacy, bias, and fairness in data science.
โข Design Thinking: Human-centered design, problem-solving, ideation, prototyping, and testing.
โข User Experience (UX) Design: User research, usability testing, interaction design, and visual design.
โข Data-Driven Decision Making: Data-driven insights, decision analytics, and organizational impact.
Note: These units aim to provide a comprehensive and balanced curriculum in design and data science. They cover essential skills and knowledge required to excel in this rapidly evolving field.
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