Building Successful Data Science Projects
Your data science projects haven’t worked out so well – maybe you didn’t have a plan, you suffered from surprising unknowns, you couldn’t deliver what was promised or you just failed to ship. I’ve been there over the last 20 years.
I’ll share some painful past experiences and explain how you can avoid these common failures. I’ve just shipped a solution worth $1 million for a client by following my own advice – you can do the same.
We’ll talk about getting written agreement for a project plan, identifying risks and derisking them, validating results with the business, shipping quickly and iterating our way to success.
Ian Ozsvald
Principal Data Scientist, Mor Consulting
Ian is a Chief Data Scientist and Coach, he helps co-organise the annual PyDataLondon conference with 700+ attendees and the associated 11,000+ member monthly meetup.
He runs the established Mor Consulting Data Science consultancy in London, gives conference talks internationally often as keynote speaker and is the author of the bestselling O’Reilly book High Performance Python (2nd edition). He has 20 years of experience as a senior data science leader, trainer and team coach.
For fun he’s walked by his high-energy Springer Spaniel, surfs the Cornish coast and drinks fine coffee.
Past talks and articles can be found here.