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Machine Learning - Coggle Diagram
Machine Learning
Python Libraries
Data manipulation
Pandas
Numerical analysis
NumPy
Data visualization
Seaborn
Matplotlib
Machine learning
Scikit-Learn
Deep learning
TensorFlow
Keras
Statistics
Scipy
Workflow
Problem statement
Data collection
Data exploration & preprocessing
Modeling
Validation
Decision making & deployment
Vocabulary
Features
Target
Example/observation
Label
Types
Unsupervised
Dataset
No target (label)
Goal
Find structure in data
Example
Customer segmentation
Supervised
Goal
Make predictions
Example
Spam detection
Dataset
Has target (label)