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Applying Math with Python

You're reading from   Applying Math with Python Practical recipes for solving computational math problems using Python programming and its libraries

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Product type Paperback
Published in Jul 2020
Publisher Packt
ISBN-13 9781838989750
Length 358 pages
Edition 1st Edition
Languages
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Authors (2):
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Sam Morley Sam Morley
Author Profile Icon Sam Morley
Sam Morley
Sam Morley Sam Morley
Author Profile Icon Sam Morley
Sam Morley
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Toc

Table of Contents (12) Chapters Close

Preface 1. Basic Packages, Functions, and Concepts 2. Mathematical Plotting with Matplotlib FREE CHAPTER 3. Calculus and Differential Equations 4. Working with Randomness and Probability 5. Working with Trees and Networks 6. Working with Data and Statistics 7. Regression and Forecasting 8. Geometric Problems 9. Finding Optimal Solutions 10. Miscellaneous Topics 11. Other Books You May Enjoy
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ISBN: 978-1-78961-851-8

  • Download and preprocess financial data from different sources
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  • Estimate financial econometrics models in Python and interpret their results
  • Use Monte Carlo simulations for a variety of tasks such as derivatives valuation and risk assessment
  • Improve the performance of financial models with the latest Python libraries
  • Apply machine learning and deep learning techniques to solve different financial problems
  • Understand the different approaches used to model financial time series data

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