ML Models
ML Models
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Supervised Learning
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Regression
- Linear Regression - Simple (1 -> 1) & Multiple (Many -> 1)
- Lasso Regression - L1
- Ridge Regression - L2
- Elastic Net
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Classification
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Un-Supervised Learning
Data Science
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Data Visualisation
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Preprocessing
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Maths
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Probability
- Distribution Function - Types
- Addition Rule - OR
- Product Rule - AND
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Statistics
- Types, Sets - Intro
- Measure of Dispersion
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Linear Algebra / Geometry
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