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PRACTICAL DATA SCIENCE.
Note: For Artificial
Intelligence & Deep
Learning We Have a
Separate Mindmap
Project Management
Methodology
CRISP-ML(Q) - Cross Industry
Standard Process for Machine
Learning with Quality Assurance
1a. Business Understanding
1b. Data Understanding
Probability
Probability
Distributions
Inferential Statistics
Mathematical
Foundations
2. Data Preparation
3. Model Building
4. Evaluation
5. Model Deployment
6. Monitoring &
Maintenance
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