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Machine Learning

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1
1 code

What is Machine Learning?

4 sections

+100 XP
2
2 code

Gradient Descent

5 sections

+100 XP
3
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Bias-Variance Tradeoff

4 sections

+100 XP
4
1 code

Evaluation Metrics

4 sections

+100 XP
5
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Decision Trees & Random Forests

4 sections

+100 XP
6
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Support Vector Machines (SVM)

4 sections

+100 XP
7
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K-Means Clustering

4 sections

+100 XP
8
1 code

PCA & Dimensionality Reduction

4 sections

+100 XP
9
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XGBoost & Gradient Boosting

4 sections

+100 XP
10
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Feature Engineering

4 sections

+100 XP
11
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Hyperparameter Tuning

4 sections

+100 XP
12
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Cross-Validation

5 sections

+100 XP
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