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tech trends and hands-on, flaring enthusiasm for building blocks

Numpy

DataScience

Python

How to get a distribution of returns and draw a probability plot for the distribution in Python

19/09/2020
Data Analysis
Data Science
Finance
Finance Programming
Numpy
Programming
Python
Scipy

It’s crucial to understand the distribution curve of data (asset returns) and if it conforms to the normal distribution. You can learn how to do this in Python.

DataScience

How to calculate historical volatility and sharpe ratio in Python

16/09/2020
Data Analysis
Data Science
Finance Programming
Numpy
Pandas
Python
Trading

To understand what historical volatility and sharpe ratio are in the markets. It is a how-to guide how to compute volatility and sharpe ratio in Python.

Crypto

DataScience

How to get cumulative return for your asset and portfolio in Python

15/09/2020
Data Analysis
Data Science
Finance Programming
Matplotlib
Numpy
Pandas
Python
Risk Management

To explain how to use cumprod in Pandas library to calculate cumulative portfolio return and single asset return in an efficient code with Python.