Martin Goodson | Practical Data Science & The UK's AI Roadmap
#ai #datascience #startups
Martin Goodson (Evolution AI) describes the key aspects of the UK's AI Roadmap & responses to the document by members of the Royal Statistical Society. In particular, Martin describes the disconnect between the priorities of AI startups and industry practitioners on one side, and government and academia on the other. Martin also outlines which skills early career data scientists should focus on while in school versus after entering the workforce.
Also available on....
YouTube: https://youtu.be/T9qRl6Hclhg
Topic List
0:00 COMING UP: Scientific culture & AI
1:25 The UK AI Roadmap
8:44 Who is a data science “practitioner”?
12:53 Data science in AI startups
20:36 Is there a disconnect between practitioners & academia?
25:09 Key skills for new data science graduates
32:03 Coding & production level data science
39:30 Learning the right data analysis skills at the course-level.
45:32 AI leadership
58:40 AI from academia & OpenSource initiatives
1:05:37 Large institutions' impact on the AI field
1:08:24 Back to the UK AI roadmap
1:12:16 Building an AI community
1:13:15 AI in our lifetime: Moonshots & realistic goals
1:14:31 Scientific debate
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Philosophy of Data Science | S01 E04 | Values and Subjectivity in Data Science
Philosophy of Data Science | S02 E04 | Intro to Abductive Reasoning for Data Scientists
Philosophy of Data Science | S02 E03 | Intro to Inductive Reasoning for Data Scientists
Philosophy of Data Science | S02 E02 | Intro to Deductive Reasoning for Data Scientists
Philosophy of Data Science | S02 E01 | Round Table on Essential Reasoning Skills for Data Science
Philosophy of Data Science | S01 E03 | Communicating the Science in Data Science
Philosophy of Data Science | S01 E02 | Scientific Reasoning for Practical Data Science
Philosophy of Data Science | S01 E01 | Critical Reasoning in Medical Machine Learning
Philosophy of Data Science | S01E00 | Welcome to the Series!
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