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What is Data Science?
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Classroom Contents
Mathematics for Data Science - Essential Math for Machine Learning
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- 1 Agenda
- 2 What is Data Science?
- 3 Skills required to become a Data Scientist
- 4 Case Study: Predict House Prices
- 5 Case Study: Lockdown Impact on COVID-19 Spread
- 6 Case study: COVID-19 Positive Rate Analysis
- 7 Case Study: COVID-19 Detction
- 8 Important steps in Data Science
- 9 Probability & Statistics
- 10 Machine Learning
- 11 Deep Learning
- 12 Model Performance Optimization
- 13 Summary
