Cryptocurrencies Archives

Requesting Crypto Prices from the Coinmarketcap REST API using Python

Florian Müller

CoinMarketCap is one of the largest sources of cryptocurrency price information on the internet. The website offers multiple API endpoints that provide access to its exciting data, including current and historical price data for various cryptocurrencies such as Bitcoin, Ethereum, etc., and meta-information about coins and crypto exchanges. This tutorial … Read more

Correlation Matrix in Python: How Correlated are COVID-19 Cases and Different Financial Assets?

Florian Müller

confusion matrix python tutorial scikit-learn seaborn

This article shows how you can create a correlation matrix in Python to vizualize the correlation between various asset classes and COVID-19. Correlation is a stastical measure that describes the linear relationship between two independent variables. In financial market analysis, correlation plays an important role, as it measures how assets … Read more

Authors

Florian Müller

Hi, I am Florian, a Zurich-based consultant for AI and Data. Since the completion of my Ph.D. in 2017, I have been working on the design and implementation of ML use cases in the Swiss financial sector. I started this blog in 2020 with the goal in mind to share my experiences and create a place where you can find key concepts of machine learning and materials that will allow you to kick-start your own Python projects.

View all posts
Philipp Peron

Hi, I am a student at the Technical University of Munich and currently pursuing a Masters degree in Electrical Engineering and Information Technology. I am very passionate about Machine Learning, Software Development, and Signal Processing.

View all posts