Machine learning in python: Main developments and technology trends in data science, machine learning, and artificial intelligence

S Raschka, J Patterson, C Nolet - Information, 2020 - mdpi.com
… advancements in classical machine learning and scalable … critical components of artificial
intelligence, enabling many of … computing, data science, and machine learning, boosting both …

Data science and its relationship to big data and data-driven decision making

F Provost, T Fawcett - Big data, 2013 - liebertpub.com
… of data science as a field versus data science as a profession. Finally, we offer as examples
a list of some fundamental principles underlying data science. … in artificial intelligence (AI): …

[PDF][PDF] Artificial intelligence—the revolution hasn't happened yet

MI Jordan - Harvard Data Science Review, 2019 - assets.pubpub.org
Artificial Intelligence (AI) is the mantra of … scientists—here the scientists are often as befuddled
as the public. The idea that our era is somehow seeing the emergence of an intelligence

[图书][B] What is data science?

M Loukides - 2011 - books.google.com
… When natural language processing fails, you can replace artificial intelligence with human
intelligence. That’s where services like Amazon’s Mechanical Turk come in. If you can split …

Data science: a comprehensive overview

L Cao - ACM Computing Surveys (CSUR), 2017 - dl.acm.org
… the revolution of advanced artificial intelligence-enabled … driven data economy are largely
propelled by data science and … deep data intelligence and synthesizing X-intelligences and X-…

[图书][B] Data science

JD Kelleher, B Tierney - 2018 - books.google.com
… of the field of artificial intelligence at a workshop in Dartmouth College. Even at this early
stage in the development of artificial intelligence, the term machine learning was beginning to …

[图书][B] Data science in action

W Van Der Aalst, W van der Aalst - 2016 - Springer
data scientist. However, before introducing the main topic of the book, we provide an overview
of the data science … learning emerged from within Artificial Intelligence (AI) with techniques …

[图书][B] The data science handbook

F Cady - 2017 - books.google.com
… the data scientist at the Allen Institute for Artificial Intelligence, where he develops tools that
use machine learning … This book pro vides a crash course in data science, combining all the …

Human-AI collaboration in data science: Exploring data scientists' perceptions of automated AI

D Wang, JD Weisz, M Muller, P Ram, W Geyer… - Proceedings of the …, 2019 - dl.acm.org
artificial intelligence (AI) is changing our lives in many ways. One application domain is data
science… aim to automate the work practices of data scientists. AutoAI systems are capable of …

Internet of things, real-time decision making, and artificial intelligence

JM Tien - Annals of Data Science, 2017 - Springer
… Section 3 discusses the growing importance and impact of artificial intelligence (AI) on both
IoT and RTDM, including the underlying machine learning technology, the growing scope of …