GOUP Newsletter

Share this post

AWS ML - Part 2

blog.goupaz.com

AWS ML - Part 2

GOUP Newsletter
May 26, 2023
Share

2.2 Perform feature engineering.

 Identify and extract features from data sets, including from data sources such as text, speech,

image, public datasets, etc.

 Analyze/evaluate feature engineering concepts (binning, tokenization, outliers, synthetic

features, 1 hot encoding, reducing dimensionality of data)

2.3 Analyze and visualize data for machine learning.

 Graphing (scatter plot, time series, histogram, box plot)

 Interpreting descriptive statistics (correlation, summary statistics, p value)

 Clustering (hierarchical, diagnosing, elbow plot, cluster size)

Share
Previous
Next
Comments
Top
New
Community

No posts

Ready for more?

© 2023 GOUP
Privacy ∙ Terms ∙ Collection notice
Start WritingGet the app
Substack is the home for great writing