Quantcast
Channel: Data Science, Analytics and Big Data discussions - Topics tagged data_science
Viewing all articles
Browse latest Browse all 787

Order of learning Algorithms for datascience. Please help me

$
0
0

@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 Multiclass

Two-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

Posts: 3

Participants: 2

Read full topic


Viewing all articles
Browse latest Browse all 787

Trending Articles