In a recent post, we outlined five focus areas for starting an AI journey, with Get Educated as the essential first step. Given the enormous amount of buzz and hype surrounding AI, we wanted to point you toward sources that go beyond the headlines and offer substantive, fact-based information and perspectives.
Below is a curated list of educational resources for Family Offices looking to build their AI knowledge. We start with our top recommendations: MIT, Stanford, and Harvard, three institutions at the forefront of AI research and among the most authoritative sources for insights on artificial intelligence trends and developments. Leading AI platforms OpenAI and Claude also offer helpful educational content. For current news and developments, Forbes and Wired are solid starting points. We've also included online courses for those seeking deeper immersion, a selection of books offering both accessible and in-depth perspectives, and research from several leading consulting firms.
Top Recommendations
Educational Courses
- Coursera – AI courses and specializations from Stanford and DeepLearning.AI, including Andrew Ng's "Machine Learning" and "AI for Everyone." coursera.org
- edX – Courses from MIT, Harvard, Microsoft, and others, covering foundational to advanced AI topics. edx.org
- Udacity – Nanodegree programs in AI, Machine Learning, Deep Learning, and more, with a hands-on project focus. udacity.com
- Udemy – A wide range of AI courses for all levels, with practical, real-world applications. udemy.com
- DataCamp – Specializes in data science and AI through interactive coding tutorials and projects. datacamp.com
- Google AI – Free tutorials, resources, and hands-on labs via the "Learn with Google AI" portal. ai.google
Books and Reading Material
- You Look Like a Thing and I Love You by Janelle Shane – Funny and accessible; a great introduction to how AI actually works.
- The Second Machine Age by Andrew McAfee and Erik Brynjolfsson – Written for a general audience; no technical background required.
- AI Superpowers by Kai-Fu Lee – Examines the real-world impact of AI across industries and geographies.
- Artificial Intelligence: A Modern Approach by Stuart Russell and Peter Norvig – The definitive AI textbook.
- Deep Learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville – A comprehensive guide to deep learning techniques.
- Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow by Aurélien Géron – Practical projects and clear explanations for building AI applications.
Consulting Firms
- McKinsey – State of AI report. mckinsey.com
- Boston Consulting Group – AI insights and research. bcg.com
- EY – Family enterprise and family office perspectives. ey.com
- Campden Wealth – Research focused on family offices and wealth. campdenwealth.com
- Family Office Exchange (FOX) – A leading association for family offices; sponsors peer research and education on technology issues. familyoffice.com
This list is by no means exhaustive, but we've aimed to highlight some of the most respected and accessible sources available — a solid starting point with a range of options to suit different learning styles and goals. We believe now is the time for family office leaders to begin their AI journey and, as we said in our earlier post, take the AI plunge. Have fun, and good luck; we're always here to help.
David O'Kane, Head of Product, Archway
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