Simple Cluster Analysis using K-Means and Python
This article shows how to run a simple cluster analysis on synthetic data using the K-Means clustering algorithm in Python. Cluster analysis is an unsupervised machine learning technique that groups similar objects into... READ MORE
Multivariate Anomaly Detection on Time-Series Data in Python: Using Isolation Forests to Detect Credit Card Fraud
Credit card fraud has become one of the most common use cases for anomaly detection systems. The number of fraud attempts has risen sharply in recent years, resulting in billions of dollars in... READ MORE
Building a Movie Recommender using Collaborative Filtering in Python
Intelligent recommender systems rank among the fascinating use cases for machine learning. Such systems are used extensively by many of the major tech companies to personalize the selection of user content shown to... READ MORE
Building a Twitter Bot for Crypto Trading Signals using Python
In this article, we will develop a Twitter bot in Python that will generate automated trading signals. Our bot will pull real-time price data on various cryptocurrencies (Bitcoin, Ethereum, Doge, etc.) from the... READ MORE
Requesting Crypto Prices from the Gate.io API using Python
This article will take a closer look at the Gate.io spot market-API and use it to stream crypto prices with Python. Despite being one of the smaller players in the crypto exchange market... READ MORE
Posting Tweets On Twitter using Python and Tweepy
In a previous article, we have shown how to retrieve social media data via the Twitter API in Python. However, there are many more cool things that we can do with the Twitter... READ MORE
Streaming Bitcoin Prices in Real-time via the Coinmarketcap API using Python
This tutorial will learn how to stream bitcoin price quotes in real-time via a public API and save the data to a local SQLite database. Streaming price data lays the foundation for many... READ MORE
Forecasting Criminal Activity in San Francisco using XGBoost and Python
I recently came across an interesting Kaggle contest that involves predicting different types of criminal activity in San Francisco. As you can imagine, in a massive city like San Francisco, numerous crimes happen... READ MORE