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Personal finance with Python : using pandas, requests, and recurrent

Author: Max Humber
Publisher: [Place of publication not identified] : Apress, [2018] ©2018
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
Deal with data, build up financial formulas in code from scratch, and evaluate and think about money in your day-to-day life. This book is about Python and personal finance and how you can effectively mix the two together. In Personal Finance with Python you will learn Python and finance at the same time by creating a profit calculator, a currency converter, an amortization schedule, a budget, a portfolio  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
(OCoLC)1037809962
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Max Humber
ISBN: 9781484238028 1484238028
OCLC Number: 1045629722
Description: 1 online resource
Contents: Intro; Table of Contents; About the Author; About the Technical Reviewer; Introduction; Chapter 1: Setup; Anaconda; nteract; pip install; Data; Chapter 2: Profit; Mining; ROI; IRR; =IRR(); pandas; read_excel; xnpv; xirr; Again!; Conclusion; Chapter 3: Convert; openexchangerates.org; Secrets; Documentation; Encapsulate; show_alternative; .apply; Conclusion; Chapter 4: Amortize; Banks; Amortization; Payment; Loop A; Loop B; Functionize; Evaluate; Conclusion; Chapter 5: Budget; Dates; datetime; Timestamp; .normalize; Horizon; Flows; Totals; Visualization; Updating; Vacation I; English; get_dates FunYAML; Functionize; Vacation II; Loading YAML; Conclusion; Chapter 6: Invest; Trade-Offs; Instantiate; Prices; Orders; Deposit; Simulate; Quotes; get_price; get_historical; Portfolio; Rebalance; Conclusion; Chapter 7: Spend; Prophet; Purchases; Forecast; Visualize; Conclusion; Appendix: Next; Index
Responsibility: Max Humber.

Abstract:

Deal with data, build up financial formulas in code from scratch, and evaluate and think about money in your day-to-day life. This book is about Python and personal finance and how you can effectively mix the two together. In Personal Finance with Python you will learn Python and finance at the same time by creating a profit calculator, a currency converter, an amortization schedule, a budget, a portfolio rebalancer, and a purchase forecaster. Many of the examples use pandas, the main data manipulation tool in Python. Each chapter is hands-on, self-contained, and motivated by fun and interesting examples. Although this book assumes a minimal familiarity with programming and the Python language, if you don't have any, don't worry. Everything is built up piece-by-piece and the first chapters are conducted at a relaxed pace. You'll need Python 3.6 (or above) and all of the setup details are included. What You'll Learn Work with data in pandas Calculate Net Present Value and Internal Rate Return Query a third-party API with Requests Manage secrets Build efficient loops Parse English sentences with Recurrent Work with the YAML file format Fetch stock quotes and use Prophet to forecast the future Who This Book Is For Anyone interested in Python, personal finance, and/or both! This book is geared towards those who want to manage their money more effectively and to those who just want to learn or improve their Python.

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