Podknife - Part 2: Exploratory Data Analysis (EDA) Next Steps - ML 076 by Adventures in Machine Learning

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Part 2: Exploratory Data Analysis (EDA) Next Steps - ML 076

Podcast |: Adventures in Machine Learning
Publisher |: Top End Devs
Media Type |: audio
Podknife tags |: Artificial Intelligence,; Business,; Careers,; Interview,; Machine Learning,; Technology
Categories Via RSS |: Business,; Careers,; Education,; How To,; Technology
Publication Date |: Jun 16, 2022
Episode Duration |: 00:50:05

After ensuring your data has surpassed the hyper parameter tuning phase, what is the next step in your EDA protocol? Today on the show, Ben and Michael continue the discussion on EDA methodology within Machine Learning and discuss linear regression with OLS, decision trees, and common visualization tools for data scientists.

In this episode...

Linear regression with OLS
Accuracy metrics
Decision trees
Shapley values
Common visualization tools

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