About
Andrew is an experienced financial services and tech professional with a diverse…
Articles by Andrew
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The Machine Learning Series: Avoiding the Next “AI Winter”
The Machine Learning Series: Avoiding the Next “AI Winter”
By Andrew Morgan, CFA
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Facebook 1, Government 0. What the Facebook Saga Showed the Data Science World
Facebook 1, Government 0. What the Facebook Saga Showed the Data Science World
By Andrew Morgan, CFA
Contributions
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Here's how you can avoid potential pitfalls in machine learning as an executive.
A common issue in defining goals at senior executive level, is the lack of understanding of what is feasible with ML, given the realistic state of the data available. Therefore I believe goals need to be defined first at a level irrespective of the solution, be it traditional software or utilising AI. Only after an initial exercise is done through exploratory data analysis and crafting the first set of ML hypotheses, can clear, measurable goals be set out - and these can be more directly linked to minimum accuracy thresholds of models. All too often we see ML projects fail because initial goals are not realistic, or require levels of investment far exceeding the value because an initial data assessment and testing is not done first.
Activity
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I recently completed the Saïd Business School, University of Oxford Artificial Intelligence programme. A great demystifyer for those like me who felt…
I recently completed the Saïd Business School, University of Oxford Artificial Intelligence programme. A great demystifyer for those like me who felt…
Liked by Andrew Morgan, CFA
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I am really excited about speaking at the AWS Summit next week to share some of my experiences, thoughts and ways in which companies are using data…
I am really excited about speaking at the AWS Summit next week to share some of my experiences, thoughts and ways in which companies are using data…
Liked by Andrew Morgan, CFA
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A huge thank you to our Finance teams and to all those who worked tirelessly to prepare our half-year results. We are making good progress against…
A huge thank you to our Finance teams and to all those who worked tirelessly to prepare our half-year results. We are making good progress against…
Liked by Andrew Morgan, CFA
Experience
More activity by Andrew
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Today is my last day in the office after 10 years at Deloitte. I never expected to stay this long in one company, but I can't imagine having had…
Today is my last day in the office after 10 years at Deloitte. I never expected to stay this long in one company, but I can't imagine having had…
Liked by Andrew Morgan, CFA
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It has been a busy 2024 and I have really enjoyed my role advising Private Equity firms on how to leverage AI to transform their portfolios, I am…
It has been a busy 2024 and I have really enjoyed my role advising Private Equity firms on how to leverage AI to transform their portfolios, I am…
Liked by Andrew Morgan, CFA
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Dr. Lee now 👩🏻🎓 PhD started: October 2019 Thesis submitted: September 2022 (in exactly 3 years) Successful viva voce: May 2023 And because of…
Dr. Lee now 👩🏻🎓 PhD started: October 2019 Thesis submitted: September 2022 (in exactly 3 years) Successful viva voce: May 2023 And because of…
Liked by Andrew Morgan, CFA
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I just wanted to share with you that I’m retiring. After an amazing career at Shell and C3.ai I’m ready to move to another chapter in my life. It’s…
I just wanted to share with you that I’m retiring. After an amazing career at Shell and C3.ai I’m ready to move to another chapter in my life. It’s…
Liked by Andrew Morgan, CFA
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