diff --git a/machine_learning/3_classification/README.md b/machine_learning/3_classification/README.md index b1c796f..156101a 100644 --- a/machine_learning/3_classification/README.md +++ b/machine_learning/3_classification/README.md @@ -1,6 +1,18 @@ Classification --- +## Lecture Overview + +| Week | Description | +|--------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------| +| [Week 1](https://github.com/tuanvu216/coursera-university-of-washington/tree/master/machine_learning/3_classification#week-1-linear-classifiers--logistic-regression) | Linear Classifiers & Logistic Regression | +| [Week 2](https://github.com/tuanvu216/coursera-university-of-washington/tree/master/machine_learning/3_classification#week-2-linear-classifiers--logistic-regression) | Linear Classifiers & Logistic Regression | +| [Week 3](https://github.com/tuanvu216/coursera-university-of-washington/tree/master/machine_learning/3_classification#week-3-decision-trees) | Decision Trees | +| [Week 4](https://github.com/tuanvu216/coursera-university-of-washington/tree/master/machine_learning/3_classification#week-4-preventing-overfitting-in-decision-trees--handling-missing-data) | Preventing Overfitting in Decision Trees & Handling Missing Data | +| [Week 5](https://github.com/tuanvu216/coursera-university-of-washington/tree/master/machine_learning/3_classification#week-5-boosting) | Boosting | +| [Week 6](https://github.com/tuanvu216/coursera-university-of-washington/tree/master/machine_learning/3_classification#week-6-precision-recall) | Precision-Recall | +| [Week 7](https://github.com/tuanvu216/coursera-university-of-washington/tree/master/machine_learning/3_classification#week-7-scaling-to-huge-datasets--online-learning) | Scaling to Huge Datasets & Online Learning | + ## Week 1: Linear Classifiers & Logistic Regression **[Lecture](./lecture/week1)**