Kapitel
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Reviewers
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Dmytro Zherlitsyn
Kapitel in diesem Buch
- Frontmatter i
- Contents vii
- Preface xv
- Acknowledgments xix
- About the Author xxi
- Reviewers xxiii
- Chapter 1: Getting Started with Python for Finance 1
- Chapter 2: Python Tools for Data Analysis: Primer to Pandas and NumPy 43
- Chapter 3: Financial Data Manipulation with Python 97
- Chapter 4: Exploratory Data Analysis for Finance 141
- Chapter 5: Investment and Trading Strategies 181
- Chapter 6: Asset Pricing and Portfolio Management 217
- Chapter 7: Time-Series Analysis and Financial Data Forecasting 263
- Chapter 8: Risk Assessment and Volatility Modeling 307
- Chapter 9: Machine Learning and Deep Learning in Finance 365
- Chapter 10: Time-Series Analysis and Forecasting with the FB Prophet Library 397
- Appendix A: Python Code Examples for Finance 431
- Appendix B: Glossary 465
- Appendix C: Valuable Resources 473
- Index 475
Kapitel in diesem Buch
- Frontmatter i
- Contents vii
- Preface xv
- Acknowledgments xix
- About the Author xxi
- Reviewers xxiii
- Chapter 1: Getting Started with Python for Finance 1
- Chapter 2: Python Tools for Data Analysis: Primer to Pandas and NumPy 43
- Chapter 3: Financial Data Manipulation with Python 97
- Chapter 4: Exploratory Data Analysis for Finance 141
- Chapter 5: Investment and Trading Strategies 181
- Chapter 6: Asset Pricing and Portfolio Management 217
- Chapter 7: Time-Series Analysis and Financial Data Forecasting 263
- Chapter 8: Risk Assessment and Volatility Modeling 307
- Chapter 9: Machine Learning and Deep Learning in Finance 365
- Chapter 10: Time-Series Analysis and Forecasting with the FB Prophet Library 397
- Appendix A: Python Code Examples for Finance 431
- Appendix B: Glossary 465
- Appendix C: Valuable Resources 473
- Index 475