Machinelearning Articles

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2/13/2022 • EN

Red Flags to Look Out for When Joining a Data Team

Key warning signs for data scientists and tech professionals to consider before joining a new data team, covering data infrastructure, team roadmap, and role clarity.

Career Data Infrastructure Datascience Machinelearning Roadmap

Eugene Yan

12/2/2021 • EN

The Data Scientist Show - Building end-to-end ML systems

A podcast interview discussing common ML mistakes, quantifying impact, and career growth for machine learning engineers.

Career Datascience Machinelearning ML Systems Mlop

Eugene Yan

3/21/2021 • EN

Choosing Problems in Data Science and Machine Learning

A guide for data science leaders on how to strategically select the most impactful problems for a team to work on, using frameworks like cost-benefit analysis.

Cost Benefit Analysis Datascience leadership Machinelearning Problem Selection

Eugene Yan

8/9/2020 • EN

Unpopular Opinion: Data Scientists Should be More End-to-End

Argues that data scientists should own the entire process from problem identification to solution deployment for greater impact and efficiency.

Data Engineering Datascience full stack Machinelearning Mlop

Eugene Yan

Machinelearning Articles

Red Flags to Look Out for When Joining a Data Team

The Data Scientist Show - Building end-to-end ML systems

Choosing Problems in Data Science and Machine Learning

Unpopular Opinion: Data Scientists Should be More End-to-End

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