AI by the Numbers: Only 20% of US Consumers Trust AI-Generated Healthcare Advice
The surveys, studies, forecasts and other quantitative assessments of the health and progress of AI for this week find increased VC excitement over AI startups, low trust in AI advice by U.S. consumers and global business executives, China and Germany ahead of the US in the use of AI in healthcare while the US spends more, and the inaccuracy of facial recognition.
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The Future of the Robotics Industry
Steve Crowe, Editor of The Robot Report, catches up with 10-year-old robotics prodigy Michael Wimmer at the Robotics Summit & Expo 2019.
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The Failure Rate of Enterprises Deploying AI and Other Data on AI
The surveys, studies, forecasts and other quantitative assessments of the health and progress of AI for this week reveal the state of enterprise AI adoption, workers’ attitudes towards AI, data insecurity and privacy challenges, the fortunes of AI startups, and the superior performance of AI over humans in some situations.
25% of organizations worldwide that are already using AI solutions report up to 50% failure rate; lack of skilled staff and unrealistic expectations were identified as the top reasons for failure [IDC global survey of 2,473 organizations, May 2019]
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The Impact of AI and Automation on Jobs Now and in the Future
Amazon announced last week that it will spend $700 million to train about 100,000 workers in the US by 2025, helping them move into more highly skilled jobs. The New York Times observed that with this program Amazon is acknowledging that ”advances in automation technology will handle many tasks now done by people.”
The number of jobs which AI and machines will displace in the future has been the subject of numerous studies and surveys and op-eds and policy papers since 2013, when a pair of Oxford academics, Carl Benedikt Frey and Michael Osborne, estimated that 47% of American jobs are at high risk of automation by the mid-2030s. Here are a few more recent examples of what has become a popular number-crunching (automated, computerized, AI-driven) exercise:
McKinsey Global Institute: between 40 million and 160 million women worldwide may need to transition between occupations by 2030, often into higher-skilled roles. Clerical work, done by secretaries, schedulers and bookkeepers, is an area especially susceptible to automation, and 72% of those jobs in advanced economies are held by women.
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AI Creates “Art”
https://gfycat.com/frigidsphericalgnatcatcher
https://www.artnome.com/news/2019/6/30/machine-learning-for-art-deep-kitsch-or-creative-augmentation
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AI, IoT and cloud computing key drivers of acquisitions in technology, media and telecoms over last 2 years
In 2018, the total transaction value of M&A deals announced in the global TMT sector reached $630 billion, up 23% from 2017 and significantly ahead of other markets in both 2017 and 2018, according to GlobalData’s Deals Database.
GlobalData’s latest thematic report, Mergers & Acquisitions in Technology Media and Telecoms (TMT), reveals the most notable deals over the last five years, identifies their key thematic drivers, and predicts potential future acquisition targets.
Graduate Programs in Data Science and Big Data Analytics
Graduate Programs
in Data Science and Big Data Analytics
Last updated: July 9, 2019
See below for online programs and courses and other options and resources
Aegis School of Business, Data Science & Telecommunication (India)
Post Graduate Program in Business Analytics and Big Data
American Sentinel University
Master of Health Care Informatics
Arizona State University
Barcelona Graduate School of Economics (Spain)
Barcelona Technology School (Spain)
Ben-Gurion University of the Negev (Beer-Sheva, Israel)
MSc in Information Systems Engineering with focus on Data Mining and Business Intelligence
Bentley University
Berlin School of Economics and Law (Germany)
Master of Science in Business Intelligence and Process Management
Brown University
Carnegie Mellon University
Master of Computational Data Science
Catholic University of America
The Master of Science in Business Analysis
Central Connecticut State University
Master of Science in Data Mining
Graduate Certificate in Data Mining
Central Michigan University
Graduate Certificate in Data Mining
City University London (UK)
Clarkson University
Columbia University
Master of Science in Data Science
Master of Science in Information and Knowledge Strategy
Certification of Professional Achievement in Data Sciences
Cornell University
Dartmouth College
PhD in Quantitative Biomedical Sciences
Data ScienceTech Institute (Paris and Nice, France)
DePaul University
Drexel University
Master of Science in Business Analytics
Donau-Universität Krems (Austria)
Dublin City University (Ireland)
MSc in Computing (Data Analytics Major)
Dublin Institute of Technology (Ireland)
MSc in Computing (Data Analytics)
Ecole Central Paris (France)
Eindhoven University of Technology (Netherlands)
Fordham University
George Mason University
PhD in Computational Sciences and Informatics
Georgetown University
Master of Science in Analytics with a concentration in Data Science
George Washington University
Harrisburg University
Harvard University
Master of Science (SM) in Computational Science and Engineering (CSE)
Heriot-Watt University (Edinburgh, UK)
IE University (Madrid, Spain)
Master in Business Analytics and Big Data
Illinois Institute of Technology
Master of Science in Marketing Analytics and Communication
Imperial College (London, UK)
MSc in Data Science and Management
Indiana University Bloomington
Indiana University-Purdue University Indianapolis School of Informatics
Iowa State University
Jacksonville University
Master of Science in Applied Business Analytics
Jheronimus Academy of Data Science (Netherlands)
Data Science Master’s Programs
John Hopkins University
Master of Science in Bioinformatics
Kennesaw State University
Master of Science in Applied Statistics
Lipscomb University
Master of Science in Informatics and Analytics
Loras College
Loyola University Maryland
Master of Science in Data Science
Louisiana State University
Master of Science in Analytics
Maastricht University (Maastricht, the Netherlands)
MSc in International Business/Business Intelligence
Macquarie University (Sydney, Australia)
Merrimack College
Master of Science in Data Science
Michigan State University
MIT
Master of Business Analytics (M.B.An.)
New College of Florida
New Jersey Institute of Technology
Graduate Certificate in Data Mining
New York University
MS in Applied Urban Science and Informatics
North Carolina State University
Northeastern University
Graduate Certificate in Data Science
Northwestern University
Master of Science in Analytics
Nova Northeastern University
Graduate Certificate In Business Intelligence / Analytics
Oakland University
Master of Science in IT Management – Business Analytics
Pace University
MS in Customer Intelligence and Analytics
Purdue University
Rensselaer Polytechnic Institute
Master of Science in Business Analytics
Robert Gordon University (Aberdeen, UK)
Rutgers University
MBA in Analytics and Information Management
Saint Mary’s College
Master of Science in Data Science
Saint Peter’s University
Master of Science in Data Science
Stanford University
Matser of Science in Biomedical Informatics
Mining Massive Data Sets Graduate Certificate
Stevens Institute’s Wesley J. Howe School of Technology Management
Master of Science in Business Intelligence and Analytics
Graduate Certificate in Business Intelligence and Analytics
Swansea University (Wales, UK)
Syracuse University School of Information Studies
Graduate Certificate of Advanced Studies in Data Science
Texas A&M University
Master of Science in Analytics
Università di Pisa
University College Dublin (Ireland)
University College London (UK)
University of Auckland (Auckland, New Zealand)
Master of Professional Studies–Data Science
University of California, San Diego
Master of Advanced Study in Data Science and Engineering
University of Chicago
Master of Science in Analytics
M.S. in Computer Science/Data Analytics
University of Cincinnati
University of Connecticut
MS in Business Analytics and Project Management
University of Dundee (Dundee, UK)
University of Edinburgh (UK)
University of Essex (Colchester, UK)
MSc Big Data and Text Analytics
University of Glasgow (UK)
University of Illinois at Urbana-Champaign
Master of Science in Statistics/Analytics Concentration
University of Iowa
Graduate Certificate in Business Analytics
University of Magdeburg (Magdeburg, Germany)
MSc in Data and Knowledge Engineering
University of Maryland
Master of Science in Business for Marketing Analytics
University of Maryland University College
Master of Science in Data Analytics
University of Massachusetts, Dartmouth
University of Michigan-Dearborn
University of Rochester Simon School of Business
University of San Francisco
University of Southern California Marshall School of Business
Master of Science in Business Analytics
University of Stirling (UK)
University of Tennessee
Master’s in Business Analytics
Graduate Certificate in Business Analytics
University of Texas at Austin
Master of Science in Business Analytics
University of Virginia
Master of Science in Data Science
University of Warwick (UK)
University of Washington
Virginia Commonwealth University
Master of Science in Business with a decision sciences and business analytics concentration
Worcester Polytechnic Institute
York University
Fellowship/Training Programs
Online University Programs
Aegis School of Business, Data Science and Telecommunication
Post Graduate Program in Business Analytics and Big Data
American Sentinel University
Master of Geospatial Information Systems Program
Arizona State University
Master of Advanced Study in Health Informatics
Bay Path University
Brandeis University
Master of Science in Strategic Analytics
Carnegie Mellon University
Master of Science in Business Analytics
City University of New York
Elmhurst College
Harrisburg University
Indiana University
Lewis University
Master of Science in Data Science
Maryville University
Master of Science in Business Data Analytics
Northwestern University
Master of Science in Predictive Analytics
Nova Northeastern University
Graduate Certificate In Business Intelligence / Analytics
Saint Joseph’s University
Master of Science in Business Intelligence & Analytics
Saint Mary’s College
Southern Methodist University
Master of Science in Data Science
Thomas Edison State College
University of North Carolina
MBA (Data Analytics and Decision Making Concentration)
University of California, Berkeley
Master of Information and Data Science
University of California, Riverside
Master of Science in Engineering (Data Science specialization)
University of Wisconsin
Online Courses (Free)
Coursera
Data Analysis and Statistical Inference
Process Mining: Data science in Action
Data Society Online Courses
Intro to Data Science, Machine Learning, etc.
edX
Data Science and Machine Learning Essentials
Wiretaps to Big Data: Privacy and Surveillance in the Age of Interconnection
Harvard University
Udacity
Introduction to Artificial Intelligence
Online Courses (for a fee)
365DataScience
Booz Allen Hamilton
Coursera
Executive Data Science Specialization
MIT
Tackling the Challenges of Big Data
Udacity
Introduction to Hadoop and MapReduce
University of California, Irvine
Note: For similar lists, including undergraduate programs, see here and here and here and here
Resources
2019 Salaries Of Data Scientists
A Very Short History of Data Science
A Very Short History of Big Data
A Very Short History Of Artificial Intelligence (AI)
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AI by the numbers: Surveys and forecasts, July 2019
What is the state-of-AI in July 2019? Recent surveys, studies, and forecasts illustrate future expectations and current realities regarding the impact of AI on jobs; the conditions, challenges, and benefits of AI adoption; and bits of data related to data or AI fuel.
$142,859: Average salary of machine learning engineer, May 2019 [Indeed]
29.1%: Increase in AI job postings on Indeed over the last 12 months, down from 57.9% increase from May 2017 to May 2018 [Indeed]
20%: Percentage of job seekers (11,000) that fear they will one day lose their job to AI [Ziprecuiter]
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