Data Science Team Topologies
How data product development diverges from software- 22911Murphy ≡ DeepGuide
What I Learned in my First Year as a Director of Data Science
The continued and constant learnings on managing data science teams outside of tech- 29131Murphy ≡ DeepGuide
Balancing Urgency vs. Sustainability as an Analytics Team
A guide on how to navigate immediate reporting requests to future proof your work most effectively- 24603Murphy ≡ DeepGuide
A Data Science Leader's Guide to Ensuring Every Project Drives Business Value
Lessons from someone who manages a team of 8- 25129Murphy ≡ DeepGuide
How to Build a Competency Framework for Data Science Teams
For those leading Data Science teams, here are 6 essential competencies that separate juniors from seniors in a robust and objective way.- 20541Murphy ≡ DeepGuide
A New Manager's Guide to High Performing Data Science Teams
Lessons from someone who manages a team of 8- 29823Murphy ≡ DeepGuide
What 10 Years at Uber, Meta and Startups Taught Me About Data Analytics
Advice for Data Scientists and Managers- 25242Murphy ≡ DeepGuide
Mastering AI Department Reorganizations: Lessons from the Trenches
Do's and Dont's after five years of Data Science department reorgs- 26443Murphy ≡ DeepGuide
8 Years in Data: What I Wish I'd Known from the Start
And 5 key takeaways for aspiring data professionals- 30116Murphy ≡ DeepGuide
Lessons Learned as a Data Science Manager and Why I'm Moving Back to an Individual Contributor
The three questions I asked myself that helped me pick my career path- 27797Murphy ≡ DeepGuide
Asking for Feedback as a Data Scientist Individual Contributor
Receive clear and useful feedback. Ditch generic questions. More than 60 example questions for you to use.- 27987Murphy ≡ DeepGuide
My commute to work is more than 4 hours. Each way.
Am I crazy, or does the data tell a different story?- 23860Murphy ≡ DeepGuide
Are You Sure You Want to Become a Data Science Manager?
Don't rush into the fancy title until you have read this.- 24124Murphy ≡ DeepGuide
From Data Scientist to Data Manager: My First 3 Months Leading a Team
Reflections on moving from hands-on work to mentoring and leading- 25214Murphy ≡ DeepGuide
Platform-Mesh, Hub and Spoke, and Centralised | 3 Types of data team
Why understanding team structure is critical for data and AI- 29703Murphy ≡ DeepGuide
We look at an implementation of the HyperLogLog cardinality estimati
Using clustering algorithms such as K-means is one of the most popul
Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag