Youfeng Zhou
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(6)
PCA
(1)
SVD
(1)
data cleaning
(1)
data visualization
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deep learning
(1)
exploratory data analysis
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machine learning
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nlp
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regex
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Projects
Extracting and grouping text info by category
data cleaning
regex
This notebook shows matching text pattern and extract text and processing strings using Regex.
Oct 23, 2022
Generate English name
deep learning
nlp
Train a language model to generate next character based on the previous characters to output an english name.
Sep 23, 2022
EigenFace
PCA
SVD
This notebook will dive into eigenvalues and eigenvectors with covariance matrix. We also compare this method with SVD to understand what happens under the hood.
May 26, 2022
House Price Prediction
machine learning
This notebook will
May 23, 2022
Power BI
data visualization
This notebook will show how to use Power BI
May 23, 2022
Words Clouds
exploratory data analysis
This notebook will show how to create word clouds in python
May 23, 2022
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