@sekhar7791 wrote:
I tried to list out all algorithms related to Data Science… Can some one help the order of learning…….
——————————————————————————Multiclass Classification Algorithm (Classification Algorithms)
- Decision Forest
- Decision Jungle
- Logistic Regression
- Neural Network
One vs All MulticlassTwo-class classification algorithms (Classification Algorithms)
- Averaged Perceptron
- Bayes Point Machine
- Boosted Decision Tree
- Decision Forest
- Decision Jungle
- Locally deep support vector machine
- Logistic Regression
- Neural Network
- Support vector machine
Regression Algorithm
- Linear Regression
- Bayesian Linear Regression
- Boosted Decision Tree Regression
- Decision Forest Regression
- Fast Forest Quantile Regression
- Neural Network Regression
- Ordinal Regresssion
- Poisson Regression
Clustering Algorithm
- K-Means Clustering
- Hierarchical Clustering
- Agglomerative clustering
- Divisive clustering
- K medoids clustering
Ridge Regression
Lasso Regression
ElaticNet
Random Forest
K-Nearest Neighbore(KNN)
Naïve Bayes
Principal Component Analysis
Dimensionality Reduction Algorithms
Gradient Boosting algorithms
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