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Data Science :black_flag: (Techniques (Generalized Linear Models…
Data Science :black_flag:
Techniques
Neural networks
Deep learning
Recurrent (RNN)
Generalized Linear Models
Regression
Loglinear models
ANOVA
Discriminant Analysis
T-Test
Principal Component Analysis
Structural Equation Modelling
Logistic models
Timeseries
Autoregressive models
State space models
Non parametric
Distributions
Manifold methods
Unfolding
Multidimensional Scaling
Homogeneity Analysis
Correspondence analysis
Probabilistic Graphical Models
Naive Bayes
Bayesian Network
Goal
Prediction/Inference
Generation
Classification
Dimension reduction
Clustering
Used to be called
Data Mining
Statistics
Data Analytics
Big Data
Artificial Intelligence
Machine learning
Learning types
Reinforcement
Genetic
Supervised
Unsupervised
Tools
R
Python (scikit learn, statsmodels, pandas)
Tensorflow
Keras
Theano
Torch
Torch (Facebook)