1:30:21A Systematic View of Data Science
A 90-minute video from J. Pei: “A Systematic View of Data Science”.
J. Pei
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1:30:21
23:09Data Pricing: From Economics to Data Science (KDD 2020 Tutorial) Part 2: Economics of Data Pricing
Advanced
A 23-minute video from J. Pei: “Data Pricing: From Economics to Data Science (KDD 2020 Tutorial) Part 2: Economics of Data Pricing”.
22:13Data Pricing: From Economics to Data Science (KDD 2020 Tutorial) Part 3: Principles of Data Pricing
Advanced
A 22-minute video from J. Pei: “Data Pricing: From Economics to Data Science (KDD 2020 Tutorial) Part 3: Principles of Data Pricing”.
41:33Data Pricing: From Economics to Data Science (KDD 2020 Tutorial) Part 4: Pricing Digital Products
Advanced
A 42-minute video from J. Pei: “Data Pricing: From Economics to Data Science (KDD 2020 Tutorial) Part 4: Pricing Digital Products”.
42:13Data Pricing: From Economics to Data Science (KDD 2020 Tutorial) Part 5: Pricing Data Products A
Advanced
A 42-minute video from J. Pei: “Data Pricing: From Economics to Data Science (KDD 2020 Tutorial) Part 5: Pricing Data Products A”.
40:13Data Pricing: From Economics to Data Science (KDD 2020 Tutorial) Part 5: Pricing Data Products B
Advanced
A 40-minute video from J. Pei: “Data Pricing: From Economics to Data Science (KDD 2020 Tutorial) Part 5: Pricing Data Products B”.
12:33Data Pricing: From Economics to Data Science (KDD 2020 Tutorial) Part 6: Future Directions
Advanced
A 13-minute video from J. Pei: “Data Pricing: From Economics to Data Science (KDD 2020 Tutorial) Part 6: Future Directions”.
26:24Deep Learning Model Complexity: Concepts and Approaches (Part 1: Introduction)
Intro
A 26-minute video from J. Pei: “Deep Learning Model Complexity: Concepts and Approaches (Part 1: Introduction)”.
14:52Exact and Consistent Interpretation of Piecewise Linear Models Hidden behind APIs
A 15-minute video from J. Pei: “Exact and Consistent Interpretation of Piecewise Linear Models Hidden behind APIs”.
47:51Getting Rid of Data (Trustworthy Data Science and AI)
A 48-minute video from J. Pei: “Getting Rid of Data (Trustworthy Data Science and AI)”.
1:12:43Graph Representation Learning for Drug Discovery (Trustworthy Data Science and AI)
A 73-minute video from J. Pei: “Graph Representation Learning for Drug Discovery (Trustworthy Data Science and AI)”.
1:01:51HoloClean and Kamino: Structured Learning for Data Cleaning and Private Data Generation
A 62-minute video from J. Pei: “HoloClean and Kamino: Structured Learning for Data Cleaning and Private Data Generation”.
1:22:34Humans in Online Job Markets (Trustworthy Data Science and AI)
A 83-minute video from J. Pei: “Humans in Online Job Markets (Trustworthy Data Science and AI)”.
1:19:23Knowledge Graphs 2022: Achievements, Challenges and Opportunities
A 79-minute video from J. Pei: “Knowledge Graphs 2022: Achievements, Challenges and Opportunities”.
1:11:48Next-Generation Intelligent Assistants for AR/VR Devices
A 72-minute video from J. Pei: “Next-Generation Intelligent Assistants for AR/VR Devices”.
1:34:13Nothing is for granted: Making wise decisions using real-time intelligence
A 94-minute video from J. Pei: “Nothing is for granted: Making wise decisions using real-time intelligence”.
47:25Practicing the Art of Data Science
A 47-minute video from J. Pei: “Practicing the Art of Data Science”.
45:42Practicing the Art of Data Science
A 46-minute video from J. Pei: “Practicing the Art of Data Science”.
1:03:37Practicing the Art of Data Science (HKUST Data Science and Analytics Webinar Series 2021)
A 64-minute video from J. Pei: “Practicing the Art of Data Science (HKUST Data Science and Analytics Webinar Series 2021)”.
1:19:34Quality-driven Analytics on Scientific Data (Seminar Series on Trustworthy Data Science and AI)
Advanced
A 80-minute video from J. Pei: “Quality-driven Analytics on Scientific Data (Seminar Series on Trustworthy Data Science and AI)”.
15:09Recent Advances on Graph Analytics and Its Applications in Healthcare
A 15-minute video from J. Pei: “Recent Advances on Graph Analytics and Its Applications in Healthcare”.
1:22:50Rethink e-Commerce Search
A 83-minute video from J. Pei: “Rethink e-Commerce Search”.
1:07:03Synthesizing Relational Data with Differential Privacy
A 67-minute video from J. Pei: “Synthesizing Relational Data with Differential Privacy”.
1:23:37The Rise of Intelligent Data Assistants (Seminar Series on Trustworthy Data Science and AI)
Advanced
A 84-minute video from J. Pei: “The Rise of Intelligent Data Assistants (Seminar Series on Trustworthy Data Science and AI)”.
1:15:42Toward Grounded Dialogue
A 76-minute video from J. Pei: “Toward Grounded Dialogue”.
1:17:56Toward Understanding End-to-End Learning in the Context of Data
A 78-minute video from J. Pei: “Toward Understanding End-to-End Learning in the Context of Data”.
1:04:45Towards Democratizing Data Science (Seminar Series on Trustworthy Data Science and AI)
Advanced
A 65-minute video from J. Pei: “Towards Democratizing Data Science (Seminar Series on Trustworthy Data Science and AI)”.