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xiaoruiyliu committed Aug 29, 2024
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50 changes: 25 additions & 25 deletions _quarto.yml
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chapters:
- index.md
- intro_lec/introduction.qmd
- pandas_1/pandas_1.qmd
- pandas_2/pandas_2.qmd
- pandas_3/pandas_3.qmd
- eda/eda.qmd
- regex/regex.qmd
- visualization_1/visualization_1.qmd
- visualization_2/visualization_2.qmd
- sampling/sampling.qmd
- intro_to_modeling/intro_to_modeling.qmd
- constant_model_loss_transformations/loss_transformations.qmd
- ols/ols.qmd
- gradient_descent/gradient_descent.qmd
- feature_engineering/feature_engineering.qmd
- case_study_HCE/case_study_HCE.qmd
- cv_regularization/cv_reg.qmd
- probability_1/probability_1.qmd
- probability_2/probability_2.qmd
- inference_causality/inference_causality.qmd
# - pandas_1/pandas_1.qmd
# - pandas_2/pandas_2.qmd
# - pandas_3/pandas_3.qmd
# - eda/eda.qmd
# - regex/regex.qmd
# - visualization_1/visualization_1.qmd
# - visualization_2/visualization_2.qmd
# - sampling/sampling.qmd
# - intro_to_modeling/intro_to_modeling.qmd
# - constant_model_loss_transformations/loss_transformations.qmd
# - ols/ols.qmd
# - gradient_descent/gradient_descent.qmd
# - feature_engineering/feature_engineering.qmd
# - case_study_HCE/case_study_HCE.qmd
# - cv_regularization/cv_reg.qmd
# - probability_1/probability_1.qmd
# - probability_2/probability_2.qmd
# - inference_causality/inference_causality.qmd
# - case_study_climate/case_study_climate.qmd
- sql_I/sql_I.qmd
- sql_II/sql_II.qmd
- logistic_regression_1/logistic_reg_1.qmd
- logistic_regression_2/logistic_reg_2.qmd
- pca_1/pca_1.qmd
- pca_2/pca_2.qmd
- clustering/clustering.qmd
# - sql_I/sql_I.qmd
# - sql_II/sql_II.qmd
# - logistic_regression_1/logistic_reg_1.qmd
# - logistic_regression_2/logistic_reg_2.qmd
# - pca_1/pca_1.qmd
# - pca_2/pca_2.qmd
# - clustering/clustering.qmd

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150 changes: 0 additions & 150 deletions docs/index.html
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<a href="./intro_lec/introduction.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">1</span>&nbsp; <span class="chapter-title">Introduction</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./pandas_1/pandas_1.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">2</span>&nbsp; <span class="chapter-title">Pandas I</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./pandas_2/pandas_2.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">3</span>&nbsp; <span class="chapter-title">Pandas II</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./pandas_3/pandas_3.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">4</span>&nbsp; <span class="chapter-title">Pandas III</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./eda/eda.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">5</span>&nbsp; <span class="chapter-title">Data Cleaning and EDA</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./regex/regex.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">6</span>&nbsp; <span class="chapter-title">Regular Expressions</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./visualization_1/visualization_1.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">7</span>&nbsp; <span class="chapter-title">Visualization I</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./visualization_2/visualization_2.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">8</span>&nbsp; <span class="chapter-title">Visualization II</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./sampling/sampling.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">9</span>&nbsp; <span class="chapter-title">Sampling</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./intro_to_modeling/intro_to_modeling.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">10</span>&nbsp; <span class="chapter-title">Introduction to Modeling</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./constant_model_loss_transformations/loss_transformations.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">11</span>&nbsp; <span class="chapter-title">Constant Model, Loss, and Transformations</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./ols/ols.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">12</span>&nbsp; <span class="chapter-title">Ordinary Least Squares</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./gradient_descent/gradient_descent.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">13</span>&nbsp; <span class="chapter-title">sklearn and Gradient Descent</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./feature_engineering/feature_engineering.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">14</span>&nbsp; <span class="chapter-title">Feature Engineering</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./case_study_HCE/case_study_HCE.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">15</span>&nbsp; <span class="chapter-title">Case Study in Human Contexts and Ethics</span></span></a>
</div>
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<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./cv_regularization/cv_reg.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">16</span>&nbsp; <span class="chapter-title">Cross Validation and Regularization</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./probability_1/probability_1.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">17</span>&nbsp; <span class="chapter-title">Random Variables</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./probability_2/probability_2.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">18</span>&nbsp; <span class="chapter-title">Estimators, Bias, and Variance</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./inference_causality/inference_causality.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">19</span>&nbsp; <span class="chapter-title">Causal Inference and Confounding</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./sql_I/sql_I.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">20</span>&nbsp; <span class="chapter-title">SQL I</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./sql_II/sql_II.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">21</span>&nbsp; <span class="chapter-title">SQL II</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./logistic_regression_1/logistic_reg_1.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">22</span>&nbsp; <span class="chapter-title">Logistic Regression I</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./logistic_regression_2/logistic_reg_2.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">23</span>&nbsp; <span class="chapter-title">Logistic Regression II</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="./pca_1/pca_1.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">24</span>&nbsp; <span class="chapter-title">PCA I</span></span></a>
</div>
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<div class="sidebar-item-container">
<a href="./pca_2/pca_2.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">25</span>&nbsp; <span class="chapter-title">PCA II</span></span></a>
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<div class="sidebar-item-container">
<a href="./clustering/clustering.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">26</span>&nbsp; <span class="chapter-title">Clustering</span></span></a>
</div>
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</ul>
</div>
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154 changes: 0 additions & 154 deletions docs/intro_lec/introduction.html
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<script src="../site_libs/quarto-search/fuse.min.js"></script>
<script src="../site_libs/quarto-search/quarto-search.js"></script>
<meta name="quarto:offset" content="../">
<link href="../pandas_1/pandas_1.html" rel="next">
<link href="../index.html" rel="prev">
<link href="../data100_logo.png" rel="icon" type="image/png">
<script src="../site_libs/quarto-html/quarto.js"></script>
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<a href="../intro_lec/introduction.html" class="sidebar-item-text sidebar-link active">
<span class="menu-text"><span class="chapter-number">1</span>&nbsp; <span class="chapter-title">Introduction</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="../pandas_1/pandas_1.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">2</span>&nbsp; <span class="chapter-title">Pandas I</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="../pandas_2/pandas_2.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">3</span>&nbsp; <span class="chapter-title">Pandas II</span></span></a>
</div>
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<div class="sidebar-item-container">
<a href="../pandas_3/pandas_3.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">4</span>&nbsp; <span class="chapter-title">Pandas III</span></span></a>
</div>
</li>
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<div class="sidebar-item-container">
<a href="../eda/eda.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">5</span>&nbsp; <span class="chapter-title">Data Cleaning and EDA</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="../regex/regex.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">6</span>&nbsp; <span class="chapter-title">Regular Expressions</span></span></a>
</div>
</li>
<li class="sidebar-item">
<div class="sidebar-item-container">
<a href="../visualization_1/visualization_1.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">7</span>&nbsp; <span class="chapter-title">Visualization I</span></span></a>
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<a href="../visualization_2/visualization_2.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">8</span>&nbsp; <span class="chapter-title">Visualization II</span></span></a>
</div>
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<div class="sidebar-item-container">
<a href="../sampling/sampling.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">9</span>&nbsp; <span class="chapter-title">Sampling</span></span></a>
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<div class="sidebar-item-container">
<a href="../intro_to_modeling/intro_to_modeling.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">10</span>&nbsp; <span class="chapter-title">Introduction to Modeling</span></span></a>
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<div class="sidebar-item-container">
<a href="../constant_model_loss_transformations/loss_transformations.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">11</span>&nbsp; <span class="chapter-title">Constant Model, Loss, and Transformations</span></span></a>
</div>
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<a href="../ols/ols.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">12</span>&nbsp; <span class="chapter-title">Ordinary Least Squares</span></span></a>
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<div class="sidebar-item-container">
<a href="../gradient_descent/gradient_descent.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">13</span>&nbsp; <span class="chapter-title">sklearn and Gradient Descent</span></span></a>
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<a href="../feature_engineering/feature_engineering.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">14</span>&nbsp; <span class="chapter-title">Feature Engineering</span></span></a>
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<a href="../case_study_HCE/case_study_HCE.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">15</span>&nbsp; <span class="chapter-title">Case Study in Human Contexts and Ethics</span></span></a>
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<a href="../cv_regularization/cv_reg.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">16</span>&nbsp; <span class="chapter-title">Cross Validation and Regularization</span></span></a>
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<a href="../probability_1/probability_1.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">17</span>&nbsp; <span class="chapter-title">Random Variables</span></span></a>
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<a href="../probability_2/probability_2.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">18</span>&nbsp; <span class="chapter-title">Estimators, Bias, and Variance</span></span></a>
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<a href="../inference_causality/inference_causality.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">19</span>&nbsp; <span class="chapter-title">Causal Inference and Confounding</span></span></a>
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<a href="../sql_I/sql_I.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">20</span>&nbsp; <span class="chapter-title">SQL I</span></span></a>
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<a href="../sql_II/sql_II.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">21</span>&nbsp; <span class="chapter-title">SQL II</span></span></a>
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<span class="menu-text"><span class="chapter-number">22</span>&nbsp; <span class="chapter-title">Logistic Regression I</span></span></a>
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<a href="../logistic_regression_2/logistic_reg_2.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">23</span>&nbsp; <span class="chapter-title">Logistic Regression II</span></span></a>
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<a href="../pca_1/pca_1.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">24</span>&nbsp; <span class="chapter-title">PCA I</span></span></a>
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<span class="menu-text"><span class="chapter-number">25</span>&nbsp; <span class="chapter-title">PCA II</span></span></a>
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<a href="../clustering/clustering.html" class="sidebar-item-text sidebar-link">
<span class="menu-text"><span class="chapter-number">26</span>&nbsp; <span class="chapter-title">Clustering</span></span></a>
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</a>
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