Alex Liu

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Dr. Liu is one of the world's top experts for big data analytics and machine learning as applied to business and social research, and also a thought leader on data science. He currently leads the Global Association for Research Methods and Data Science, and also serves as a Chief Data Scientist for IBM Analytics Services. He has a Ph.D. of Quantitative Sociology and a M.S. of Statistical Computing from Stanford University. His recent publications include the Apache Spark Machine Learning Blueprints by Packt Publishing.

machine learning big data data science ai ecosystem artificial intelligence research open data predictive modeling analytics

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Alex Liu

An Ecosystem Approach to Artificial Intelligence

An Ecosystem Approach to Data Science

RMDS data science ecosystem approach

BUILDING BETTER PREDICTIVE MODELS WITH COGNITIVE ASSISTANCE IN A DATA SCIENCE ECOSYSTEM

Building Data Science Ecosystems for Smart Cities and Smart Commerce