David Morton: What is a Data Scientist - Episode 323

Nov 11, 2024

49:52

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David Morton is a technologist with extensive experience across various sectors, including retail, finance, consulting, energy, and commodities trading. David has successfully contributed to companies of all sizes, from small startups to large enterprises with up to 60,000 employees. Renowned for his ability to simplify complex concepts and solutions, he believes in using the most effective tools to address challenges efficiently and elegantly.

Topics of Discussion:

[2:41] David Morton’s background and early Career.

[5:30] What is a data scientist?

[7:35] Data Science vs. Software Engineering.

[12:08] Hypothesis Testing and Model Building.

[12:49] David explains the concept of a model in data science, using the metaphor of how a grandmother thinks about someone.

[13:04] How models are mathematical representations of the real world, used for prediction and analysis.

[15:06] Data science models vs. a GPT model.

[18:08] The importance of using the right tool for the job.

[26:10] The operational side of data science and the role of machine learning.

[35:56] Practical examples of Data Science applications.

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