RSI Trading Tutorial using Kraken API and Python — One of the most famous indicators in algorithmic trading and technical analysis is the Relative Strength Index. Almost all trading platforms provide you with this momentum indicator. Below are two screenshots of the ETH/USD 14 Days RSI taken from eToro and Kraken respectively.

A practical example of how to get the ROI of your cryptocurrencies in Kraken — Many cryptocurrency investors and traders use Kraken. So far, Kraken does not show you directly the P/L and/or ROI of your cryptocurrencies. In this tutorial, we will show you how to get the ROI of your cryptocurrencies using the Kraken API and Python. The ROI of each cryptocurrency is defined…

Tutorial on how to build public REST API calling the SageMaker Endpoints — In this tutorial, we will show you how to build a public Rest API that calls the SageMaker Endpoint. The tutorial consists of the following parts. Create the SageMaker Model Deploy the SageMaker Endpoint Create a Lambda Function Create an API Gateway Call the Rest API via Postman The SageMaker Model and Endpoint First, you…

An example of how to use the Kraken API to get your portfolio balance — In this tutorial, we will show you how to get the balance of the portfolio using the Kraken API. We assume that you have a Kraken account and you have access and a secret key to the Kraken API.

A walk-through tutorial on how to build and deploy a custom classification model with AWS Comprehend — In this tutorial, we will show you how to build a custom text classification model with AWS Comprehend. For this project, we will work with the SMS Spam Collection Dataset obtained by UCI Machine Learning Repository. …

A practical example of how to run a sentiment analysis using AWS Comprehend — In the past, we have explained to you how to run a Sentiment Analysis with VADER and Sentiment Analysis with Naive Bayes. Also, we have provided you with an example of AWS Comprehend of how to redact PII data. …

Example of how to build portfolios of maximum Sharpe Ratio and of Minimum Variance — In this tutorial, we will show you how to build optimized portfolios in Python using the PyPortfolioOpt library. In another tutorial, we have shown you how to build diversified portfolios from scratch using Python. For this task, we will build the optimized portfolios based on the Efficient Frontier. We will…

A walk-through tutorial showing how to get cryptocurrencies prices from Kraken API and get the volatility using Python — In this tutorial, we will show you how to get the volatility of each cryptocurrency for a specific time period. Although there are different approaches, for this example we will define cryptocurrency volatility as the standard deviation of the returns. I.e.

A gentle introduction to Kraken API — Data Scientists can be involved in “algorithmic trading” projects. Currently, since we are entering the Web3 era, we come across terms such as Blockchains, Smart Contracts, DeFi, DApps, DAO, Yield Farming and so on. All these things that we mentioned above are based on blockchain technology and cryptocurrencies. As a…