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Python for Finance: Analyze Big Financial Data


Super Savings Item! Save 34% on the Python for Finance: Analyze Big Financial Data by O'Reilly Media at EMS Linux. MPN: black & white illustrations. Hurry! Limited time offer. Offer valid only while supplies last. The financial industry has adopted Python at a tremendous rate recently, with some of the largest investment banks and hedge funds using it to build


Product Description

The financial industry has adopted Python at a tremendous rate recently, with some of the largest investment banks and hedge funds using it to build core trading and risk management systems. This hands-on guide helps both developers and quantitative analysts get started with Python, and guides you through the most important aspects of using Python for quantitative finance.

Using practical examples through the book, author Yves Hilpisch also shows you how to develop a full-fledged framework for Monte Carlo simulation-based derivatives and risk analytics, based on a large, realistic case study. Much of the book uses interactive IPython Notebooks, with topics that include:

  • Fundamentals: Python data structures, NumPy array handling, time series analysis with pandas, visualization with matplotlib, high performance I/O operations with PyTables, date/time information handling, and selected best practices
  • Financial topics: mathematical techniques with NumPy, SciPy and SymPy such as regression and optimization; stochastics for Monte Carlo simulation, Value-at-Risk, and Credit-Value-at-Risk calculations; statistics for normality tests, mean-variance portfolio optimization, principal component analysis (PCA), and Bayesian regression
  • Special topics: performance Python for financial algorithms, such as vectorization and parallelization, integrating Python with Excel, and building financial applications based on Web technologies

Additional Information

Manufacturer:O'Reilly Media
Brand:O'Reilly Media
Part Number:black & white illustrations
Publisher:O'Reilly Media
Studio:O'Reilly Media
MPN:black & white illustrations
EAN:9781491945285
Item Weight:1.56 pounds
Item Size:1.22 x 9.17 x 9.17 inches
Package Weight:2.22 pounds
Package Size:7 x 1.3 x 1.3 inches

Python for Finance: Analyze Big Financial Data by O'Reilly Media

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Python for Finance: Analyze Big Financial Data

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