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@@ -48,21 +48,21 @@ div { text-align: justify; text-justify: inter-word; }
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2,
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None,
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'week-34-august-23-27-basic-introduction-to-the-course-with-schedule-etc-and-start-linear-regression'),
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('Week 35 August 30- September 3: Linear regression and review '
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'of statistics and probability theory',
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('Week 35 August 30- September 3: Linear regression, from '
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'ordinary Least Squares to Ridge and Lasso Regression',
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2,
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None,
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'week-35-august-30-september-3-linear-regression-and-review-of-statistics-and-probability-theory'),
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('Week 36 September 6-10: Resampling techniques, '
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'Cross-validation and Bootstrap and start discussion of Ridge '
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'regression',
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'week-35-august-30-september-3-linear-regression-from-ordinary-least-squares-to-ridge-and-lasso-regression'),
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('Week 36 September 6-10: Statistical analysis and discussion of '
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'Ridge and Lasso regression',
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2,
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None,
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'week-36-september-6-10-resampling-techniques-cross-validation-and-bootstrap-and-start-discussion-of-ridge-regression'),
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('Week 37 September 13-17: Ridge and Lasso Regression',
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'week-36-september-6-10-statistical-analysis-and-discussion-of-ridge-and-lasso-regression'),
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('Week 37 September 13-17: Resampling techniques, '
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'Cross-validation and the Bootstrap',
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2,
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None,
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'week-37-september-13-17-ridge-and-lasso-regression'),
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'week-37-september-13-17-resampling-techniques-cross-validation-and-the-bootstrap'),
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('Week 38 September 20-24: Summary of linear regression methods '
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'and start Logistic Regression',
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2,
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@@ -180,7 +180,7 @@ The teaching material is produced in various formats for running codes (jupyter
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</ul>
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<h2 id="week-35-august-30-september-3-linear-regression-and-review-of-statistics-and-probability-theory">Week 35 August 30- September 3: Linear regression and review of statistics and probability theory </h2>
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<h2 id="week-35-august-30-september-3-linear-regression-from-ordinary-least-squares-to-ridge-and-lasso-regression">Week 35 August 30- September 3: Linear regression, from ordinary Least Squares to Ridge and Lasso Regression </h2>
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<ul>
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<li> HTML:</li>
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@@ -199,7 +199,7 @@ The teaching material is produced in various formats for running codes (jupyter
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</ul>
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<h2 id="week-36-september-6-10-resampling-techniques-cross-validation-and-bootstrap-and-start-discussion-of-ridge-regression">Week 36 September 6-10: Resampling techniques, Cross-validation and Bootstrap and start discussion of Ridge regression </h2>
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<h2 id="week-36-september-6-10-statistical-analysis-and-discussion-of-ridge-and-lasso-regression">Week 36 September 6-10: Statistical analysis and discussion of Ridge and Lasso regression </h2>
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<ul>
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<li> HTML:</li>
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@@ -218,7 +218,7 @@ The teaching material is produced in various formats for running codes (jupyter
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</ul>
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<h2 id="week-37-september-13-17-ridge-and-lasso-regression">Week 37 September 13-17: Ridge and Lasso Regression </h2>
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<h2 id="week-37-september-13-17-resampling-techniques-cross-validation-and-the-bootstrap">Week 37 September 13-17: Resampling techniques, Cross-validation and the Bootstrap </h2>
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<ul>
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<li> HTML:</li>
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