Python for Financial Analysis and Algorithmic Trading-Udemy Free (100%)

Python for Financial Analysis and Algorithmic Trading

Learn numpy , pandas , matplotlib , quantopian , finance , and more for algorithmic trading with Python!
[100% OFF Udemy COUPON] Free Original price: $195 Discount: 100% off

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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!