Statistics for Data Science

Table of Contents

1. Transitioning from Data Developer to Data Scientist
2. Declaring the Objectives
3. A Developer Approach to Data Cleaning
4. Data Mining and the Database Developer
5. Statistical Analysis for the Database Developer
6. Database Progression to Database Regression
7. Regularization for Database Improvement
8. Data Development and Assessment
9. Databases and Neural Networks
10. Boosting and your Database
11. Database Classification using Support Vector Machines
12. Database Structures & Machine Learning