Hoà’s Reviews > Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems > Status Update
Hoà
is 40% done
Chapter 09: Unsupervised Learning Techniques
- Clustering: K-Means
- DBSCAN
- Pther clustering algorithms: Agglomerative clustering, BIRCH, Mean-Shift, Affinity propagation, Spectral clustering
- Gaussian Mixtures: Bayesian Gaussian Mixture Models
— Aug 09, 2021 06:03AM
- Clustering: K-Means
- DBSCAN
- Pther clustering algorithms: Agglomerative clustering, BIRCH, Mean-Shift, Affinity propagation, Spectral clustering
- Gaussian Mixtures: Bayesian Gaussian Mixture Models
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Hoà
is on page 302 of 848
Chapter 08: Dimensionality Reduction
- Principal Component Analysis: Regular PCA, Incremental PCA, Randomized PCA, Kernel PCA
- Locally Linear Embedding (LLE)
- Random Projections
- Multidimensional scaling (MDS)
- Isomap
- t-Distributed Stochastic Neighbor Embedding (t-SNE)
- Linear Discriminant Analysis (LDA)
— Apr 05, 2021 03:40PM
- Principal Component Analysis: Regular PCA, Incremental PCA, Randomized PCA, Kernel PCA
- Locally Linear Embedding (LLE)
- Random Projections
- Multidimensional scaling (MDS)
- Isomap
- t-Distributed Stochastic Neighbor Embedding (t-SNE)
- Linear Discriminant Analysis (LDA)
Hoà
is on page 275 of 848
Chapter 7: Ensemble Learning and Random Forest
Voting classifiers, Bagging and Pasting, Random patches and Random Subspaces, Random Forests, Boosting (AdaBoost, Gradient Boosting), Stacking.
— Mar 23, 2021 02:47AM
Voting classifiers, Bagging and Pasting, Random patches and Random Subspaces, Random Forests, Boosting (AdaBoost, Gradient Boosting), Stacking.
Hoà
is 23% done
Chapter 6: Decision Trees
Decision tree classifier and regressor, their advantages and disadvantages, how to regularize, CART algorithm and its complexity.
— Feb 19, 2021 04:37PM
Decision tree classifier and regressor, their advantages and disadvantages, how to regularize, CART algorithm and its complexity.
Hoà
is 21% done
Chapter 5: Support Vector Machine
It's quite challenging for me to understand the Math stuff.
— Jan 30, 2021 06:16AM
It's quite challenging for me to understand the Math stuff.
