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.
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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
Keith O’Rourke | The Logic of Statistics
Jack Fitzsimons | Evil Models: Hiding Malware in Neural Networks
Scott Cunningham | Causal Inference (The Mixtape)
Eric Daza | Important Ideas in Causal Inference
Wenting Cheng & Weidong Zhang | Advances in Biotech/Biopharma
Ruda Zhang | Gaussian Process Subspace Regression
Ruda Zhang | Math-Science Duality
Simon Mak | Integrating Science into Stats Models
Jack Fitzsimons | Data Security, Privacy, & Artificial Intelligence
Chris Tosh | The piranha problem in statistics
Chris Holmes | AI, Digital Health, & The Alan Turing Institute
Philosophy of Data Science | Deborah Mayo | Revolutions, Reforms, and Severe Testing in Statistical Thinking
Charlotte Deane | Bioinformatics, Deepmind’s AlphaFold 2, and Llamas
Eric Schwitzgebel | Consciousness, Zombies, & First Person Data | Philosophy of Data Science
Starting a Statistics Consultancy | Janet Wittes
Philosophy of Data Science | Jingyi Jessica Li | Advancing Statistical Genomics
Mine Çetinkaya-Rundel | Advancing Open Access Data Science Education
Jingyi Jessica Li | Statistical Hypothesis Testing vs Machine Learning Binary Classification
Gualtiero Piccinini | What Are First-Person Data? | Philosophy of Data Science
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