Ebook Python for Finance Analyze Big Financial Data

Free Download Python for Finance Analyze Big Financial Data

Free Download Python for Finance Analyze Big Financial Data

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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 practicesFinancial 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 regressionSpecial topics: performance Python for financial algorithms, such as vectorization and parallelization, integrating Python with Excel, and building financial applications based on Web technologies Python for Finance Analyze Big Financial Data (O'Reilly) The Python Quants Quant Platform Python Quantitative Finance Big Data Oreilly Yves Hilpisch Python for Finance Python Training Finance Training Derivatives Index of Packages Matching 'numpy' : Python Package Index numpy 1130rc1 12 NumPy: array processing for numbers strings records and objects dicom-numpy 011 9 Extract image data into a 3D numpy array from a set of Learn R Python & Data Science Online DataCamp Learn Data Science from the comfort of your browser at your own pace with DataCamp's video tutorials & coding challenges on R Python Statistics & more The Python Quants Group The Python Quants Group focuses on the use of Python for Financial Data Science Algorithmic Trading and Computational Finance We are a Top 10 Banking Analytics Data Science in the Finance Industry Opportunities in Finance Data Science The Promise of Big Data There has been an explosion in the velocity variety and volume of financial data Quantitative Finance Reading List - QuantStart A detailed quantitative finance reading list containing books on algorithmic trading stochastic calculus programming financial engineering time series analysis Python Data Analysis Library pandas: Python Data What problem does pandas solve? Python has long been great for data munging and preparation but less so for data analysis and modeling pandas helps fill this gap Machine Learning A-Z: Hands-On Python & R In Data Science Master Machine Learning on Python & R; Have a great intuition of many Machine Learning models; Make accurate predictions; Make powerful analysis; Make robust Machine Big Data Hadoop Training with Certification EduPristine EduPristine provides Big Data Hadoop Training Program Learn Big Data Hadoop form experts and work on live projects Prepare for Cloudera Certification Plotly Make charts and dashboards online Plotly is the modern platform for agile business intelligence and data science
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