python for finance-machine learning and algorithmic trading
Learn Python, Pandas, numpy,machine learning,algorithmic trading to perform well in trading.What you'll learn
- Cover a Python Crash Course with all the basic Python
- How to automate financial analysis with Python using Pandas and Numpy
- Introduction to Pandas, Numpy and Visualization of financial data
- Learn to find attractive companies to invest in using fundamental analysis
- Identify when to buy and sell stocks based on technical analysis using Pandas
- Understand risk when buying stock shares
- How to use DataFrames for financial analysis
- How to calculate a fair price (intrinsic value) of a stock with Python using Pandas
- How to use Price/Earnings (PE) ratio to make calculations
- How to calculate technical indicators, like, Moving Average (MA), MACD, SMA, and more
- Calculate with vectors and matrices using NumPy
- How to calculate the Volatility of a stock
- Learn what Sharpe Ratio is and how to use it
- Learn how to trade using machine learning
- Learn how to trade using algorithms.
- Optimize your portfolio of investments
- Understand and learn to calculate the CAGR (Compound Annual Growth Rate)
- Learn how to use pandas and numpy for data analysis
- Learn how to work with time series data.
- Learn about financial data science
- deriavative analytics
