Python for Financial Analysis and Algorithmic Trading

Python for Financial Analysis and Algorithmic Trading

Jose Portilla – Data Scientist

Python for Financial Analysis and Algorithmic Trading: Learn numpy , pandas , matplotlib , quantopian , finance , and more for algorithmic trading with Python!

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Python for Financial Analysis and Algorithmic Trading

Python for Financial Analysis and Algorithmic Trading Price

10.99

Python for Financial Analysis and Algorithmic Trading scope
What Will I Learn?

  • Use NumPy to quickly work with Numerical Data

  • Use Pandas for Analyze and Visualize Data

  • Use Matplotlib to create custom plots

  • Learn how to use statsmodels for Time Series Analysis

  • Calculate Financial Statistics, such as Daily Returns, Cumulative Returns, Volatility, etc..

  • Use Exponentially Weighted Moving Averages

  • Use ARIMA models on Time Series Data

  • Calculate the Sharpe Ratio

  • Optimize Portfolio Allocations

  • Understand the Capital Asset Pricing Model

  • Learn about the Efficient Market Hypothesis

  • Conduct algorithmic Trading on Quantopian



Requirements
  • Some knowledge of programming (preferably Python)
  • Ability to Download Anaconda (Python) to your computer
  • Basic Statistics and Linear Algebra will be helpful

Python for Financial Analysis and Algorithmic Trading: Description

Welcome to Python for Financial Analysis and Algorithmic Trading! Are you interested in how people use Python to conduct rigorous financial analysis and pursue algorithmic trading, then this is the right course for you!

This course will guide you through everything you need to know to use Python for Finance and Algorithmic Trading! We’ll start off by learning the fundamentals of Python, and then proceed to learn about the various core libraries used in the Py-Finance Ecosystem, including jupyter, numpy, pandas, matplotlib, statsmodels, zipline, Quantopian, and much more!

 We’ll cover the following topics used by financial professionals:

Python FundamentalsNumPy for High Speed Numerical ProcessingPandas for Efficient Data AnalysisMatplotlib for Data VisualizationUsing pandas-datareader and Quandl for data ingestionPandas Time Series Analysis TechniquesStock Returns AnalysisCumulative Daily ReturnsVolatility and Securities RiskEWMA (Exponentially Weighted Moving Average)StatsmodelsETS (Error-Trend-Seasonality)ARIMA (Auto-regressive Integrated Moving Averages)Auto Correlation Plots and Partial Auto Correlation PlotsSharpe RatioPortfolio Allocation Optimization Efficient Frontier and Markowitz OptimizationTypes of FundsOrder BooksShort SellingCapital Asset Pricing ModelStock Splits and DividendsEfficient Market HypothesisAlgorithmic Trading with QuantopianFutures Trading

Who is the target audience?

Someone familiar with Python who wants to learn about Financial Analysis!

Python for Financial Analysis and Algorithmic Trading
NotAvailable

This Python for Financial Analysis and Algorithmic Trading Professional Certificate program will provide you with a strong understanding of concepts in . As the saying goes, “A picture is worth a thousand words.” This course will use hands-on training video tutorials to illustrate some important concepts to enhance understanding and retention as well as PDF course materials. By the end of the course, you should understand elements and learn to use . properly in an integrated development environment.
The program targets and has a duration of hours divided on sessions and has supplementary learning materials. This course has been initially developed by / Inst. Title, as part of a partnership with Udemy ®.
Description. This course is just one of a series about ‘ ’, which introduces you to the complete skills and tools you need to study effectively about Python for Financial Analysis and Algorithmic Trading online.
Become an effective online learner and develop your online communication skills, explore new interests and career opportunities and learn to code or develop your programming skills by having this online development course, from beginner to advanced level.

Python for Financial Analysis and Algorithmic Trading
2018-02-08T17:53:29+00:00

< Zumatek > e-Courses

Contact Info.

9521 Silvera St. Silicon Valley 197 D

Phone: 1.800.979.797

Fax: 800 979-9769

Web: Zumatek.com

Free of charge. All rights reserved. 2018.
99% OFF!
Free of charge. All rights reserved. 2018.
99% OFF!