Introduction to Data Science and AI - Lecture 1 PDF
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Khalifa University
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Summary
This lecture introduces data science and artificial intelligence (AI), discussing the volume, variety, velocity, veracity, and value of big data. It also explores diverse applications like transportation, healthcare, retail, customer service, and entertainment to illustrate the impact of data science in daily life.
Full Transcript
Introduction to Data Science and AI – Part I Week 1 - Lecture 1 COSC 202 Data Science and AI Fall 2024 What is Data 2 Why Data Science? There is a tremendous amount of data in the world today Data is meaningless till the time it gets converted into valuable...
Introduction to Data Science and AI – Part I Week 1 - Lecture 1 COSC 202 Data Science and AI Fall 2024 What is Data 2 Why Data Science? There is a tremendous amount of data in the world today Data is meaningless till the time it gets converted into valuable information 3 Why Data Science? Volume Variety Velocity These are the characteristics of Big Data Veracity Value 4 What is Data Science? It is an interdisciplinary field that uses scientific methods, processes and algorithms to extracts knowledge and insights from data of various forms. These insights can be used to guide decision making and strategic planning. 5 Impact on Our Daily Lives Transportation 6 Impact on Our Daily Lives Healthcare 7 Impact on Our Daily Lives Retail Recommender systems: Keep shopping for Similar to your past purchases Highly rated products from brands you might like 8 Impact on Our Daily Lives Customer Service 9 Impact on Our Daily Lives Entertainment 10 What else? 11
