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Predictive Analytics
Back to Basics
Learn EDA
Correlation
Least Square Method
Regression – Basics
Regressions
Simple Linear Regression
Using Excel
Using PSPP
Using R
Using Python-scipy.stats
Using statsmodels.api
Using Scikit-learn
Multiple Linear Regression
MLR Problem
Using Excel
Using Real Statistic Package
Using Python
Logistic Regression
LR Problems
Pre-Processing
Handling of Missing Values
Categorical Encoding
Other Encoders
Ordinal Encoder
Binary Encoder
HashingEncoder
FrequencyEncoding
LeaveOneOut Encoder
ContrastEncoders
PolynomialEncoder
Feature Scaling
Feature Selection
Filter Method
1.Variance
2. Correlation based
3 Anova (f Test)
4.Chi-Square
5.Univariate Selection
6.Mutual Information
Embedded Method
1. Decision Tree/RFC
2. Lasso(L1 Regularization)
3. Ridge (L2 Regularization)
4.Exhaustive Search
Wrapper Method
1.Forward Selection
2. Backward Elimination
3.Recursive Elimination
Hybrid Selection
Deep Learning
tanH (Hyperbolic Tangent Activation)
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