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Lessons Learned While Helping Enterprises Adopt Machine Learning
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443 tập
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Manage episode 220730918 series 1427720
443 tập
Alle Folgen
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1 Machine Learning for Operational Analytics and Business Intelligence 51:41

1 Machine Learning and Analytics for Time Series Data 40:33


1 Becoming a Machine Learning Practitioner 33:24

1 Labeling, Transforming, and Structuring Training Data Sets for Machine Learning 40:54

1 Taming Chaos: Preparing for Your Next Incident 29:45


1 Acquiring and Sharing High-Quality Data 39:23


1 Enabling End-to-End Machine Learning Pipelines in Real-World Applications 42:56

1 How to Get Started With Site Reliability Engineering (SRE) 38:32

1 Bringing Scalable Real-time Analytics to the Enterprise 37:14

1 Applications of Data Science and Machine Learning in Financial Services 42:35

1 Real-Time Entity Resolution Made Accessible 27:11

1 Why Companies are in Need of Data Lineage Solutions 34:31

1 What Data Scientists and Data Engineers Can Do with Current Generation Serverless Technologies 36:34

1 It's Time for Data Scientists to Collaborate With Researchers in Other Disciplines 36:10

1 Algorithms Are Shaping Our Lives—Here's How We Wrest Back Control 44:18

1 Why Your Attention is Like a Piece of Contested Territory 43:08

1 The Technical, Societal, and Cultural Challenges That Come With the Rise of Fake Media 30:55

1 Using Machine Learning and Analytics to Attract and Retain Employees 46:57

1 How Machine Learning Impacts Information Security 39:51

1 In the Age of AI, Fundamental Value Resides in Data 29:43

1 Trends in Data, Machine Learning, and AI 28:39

1 Tools for Generating Deep Neural Networks With Efficient Network Architectures 32:22

1 Building Tools for Enterprise Data Science 31:30

1 Lessons Learned While Helping Enterprises Adopt Machine Learning 31:32


1 How Social Science Research Can Inform the Design of AI Systems 45:33

1 Why It's Hard to Design Fair Machine Learning Models 34:26
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