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Original file line number Diff line number Diff line change
Expand Up @@ -20,6 +20,7 @@
},
{
"cell_type": "markdown",
"id": "fa21427a",
"metadata": {
"tags": [
"remove-cell"
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"Machine learning model selection and dealing with overfitting and underfitting are crucial aspects of the machine learning pipeline. In this assignment, you'll have the opportunity to apply your understanding of these concepts and techniques. \n",
"Please complete the following tasks:\n",
"\n",
"- [model-selection-assignment-1](../assignments/ml-advanced/model-selection/model-selection-assignment-1.ipynb)\n",
"- [learning-curve-to-identify-overfit-underfit](../assignments/ml-advanced/model-selection/learning-curve-to-identify-overfit-underfit.ipynb)\n",
"\n",
"- [lasso-and-ridge-regression](../assignments/ml-advanced/model-selection/lasso-and-ridge-regression.ipynb)\n",
"\n",
"- [dropout-and-batch-normalization](../assignments/ml-advanced/model-selection/dropout-and-batch-normalization.ipynb)\n",
"\n",
"- [learning-curve-to-identify-overfit-underfit](../assignments/ml-advanced/model-selection/learning-curve-to-identify-overfit-underfit.ipynb)\n",
"\n",
"- [regularized-linear-models](../assignments/ml-advanced/model-selection/regularized-linear-models.ipynb)\n",
"\n",
"## Self study\n",
Expand All @@ -725,6 +724,7 @@
},
{
"cell_type": "markdown",
"id": "06344295",
"metadata": {},
"source": [
"## Acknowledgments\n",
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