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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. Data Mining /
Machine Learning
4. Evaluation
5. Model Deployment
6. Monitoring &
Maintenance
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