 Python for Financial Analysis and Algorithmic Trading $195 | Duration: 17 hours | Video: h264, 1280x720 | Audio: AAC, 44100 Hz, 2 Ch | 2.4 GB Genre: eLearning | Language: English | Project Files BESTSELLING | Last updated 8/2017 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 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 Fundamentals NumPy for High Speed Numerical Processing Pandas for Efficient Data Analysis Matplotlib for Data Visualization Using pandas-datareader and Quandl for data ingestion Pandas Time Series Analysis Techniques Stock Returns Analysis Cumulative Daily Returns Volatility and Securities Risk EWMA (Exponentially Weighted Moving Average) Statsmodels ETS (Error-Trend-Seasonality) ARIMA (Auto-regressive Integrated Moving Averages) Auto Correlation Plots and Partial Auto Correlation Plots Sharpe Ratio Portfolio Allocation Optimization Efficient Frontier and Markowitz Optimization Types of Funds Order Books Short Selling Capital Asset Pricing Model Stock Splits and Dividends Efficient Market Hypothesis Algorithmic Trading with Quantopian Futures Trading Who is the target audience? Someone familiar with Python who wants to learn about Financial Analysis!  |
77组电影外观Log/Rec709视频还原色彩分级调色Lut预设包Pixflow – Colorify Cinematic LUTs
2025-02-13 11:03:14
复古怀旧电影风格温暖色调索尼Sony S-Log3视频调色LUT预设ROMAN HENSE – LUTs 24 for Sony S-Log3
2025-02-13 11:01:09
JUAN MELARA – P6K2Alexa PowerGrade AND LUTs V2 GEN 5
2025-02-13 10:58:24
469组终极照片调色LR预设视频LUT调色预设合集包 TheLutBay – The Ultimate Bundle
2025-02-13 10:56:32
诺兰《奥本海默》紧迫感幽闭恐惧症高级复古电影胶片风深黑色调后期色彩分级LUT预设 Tropic Colour – OPPENHEIMER LOOKS
2025-02-13 10:53:58
3DsMax建模插件集合：rapidTools v1.14+使用教程
2020-07-06 17:44:38
Proko-人体解剖高级付费版(中文字幕)256课
2020-12-21 18:34:01
VitaliStore - All Design Bundle Papercraft Sculptures Design 动物纸模模型 纸模型雕塑设计
2020-07-21 17:18:14
小武拉莫日系摄影后期第二期中文视频教程
2021-12-10 14:26:14
Mod Portfolio 3477506 画册模板 时尚杂志画册模版
2020-07-13 10:43:06
小武拉莫日系摄影后期第二期中文视频教程
2021-12-10 14:26:14
VitaliStore - All Design Bundle Papercraft Sculptures Design 动物纸模模型 纸模型雕塑设计
2020-07-21 17:18:14
3DDD 3DSky PRO models – April 2021
2021-08-09 17:15:13
MasterClass 大师班课程84套合集+中文字幕+持续更新+赠品会员
2021-01-26 16:03:27
加特林机枪模型 加特林机关枪 Minigun Hi-Poly
2019-07-31 11:06:07
评论(0)