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:pencil2: Chapter 1 Machine Learning for Predictive Data Analytics (…
:pencil2:
Chapter 1
Machine Learning for Predictive Data Analytics
Extract insight
Make better decision
Study the past if you would define the future :silhouette:
:explode: 1.1 What Is Predictive Data Analytics :question:
:star: Is the art of building and using models that make predictions based on patterns extracted from historical data
Applications include
Price Prediction
Dosage Prediction
Risk Assessment
Propensity Modeling
Diagnosis
Document Classification
:explode: 1.2 What Is Machine Learning :question:
:star: Is defined as an automated process that extracts patterns from data.
:explode: 1.4 What Can Go Wrong With Machine Learning :question:
Underfitting
The algorithm is too simplistic
Overfitting
The algorithm is too complex