Tutorial

Tutorial
April 26, 2023
A practical introduction to stream reprocessing in Python
Learn how to reprocess a stream of data with the Quix Streams Python library and Apache Kafka. You'll ingest some GPS telemetry data into a topic and replay the stream to try out different distance calculation methods.

Tutorial
March 8, 2023
How to use gzip data compression with Apache Kafka and Python
Learn why data compression is vital and how use it with Kafka and kafka-python, focussing on gzip—one of the strongest compression tools that Kafka supports.

Tutorial
February 8, 2023
Build a simple event-driven system to get ML predictions with Python and Apache Kafka
Use the Quix Streams Python library to continuously stream email records from a CSV file, get an ML inference for each record, then stream the results back to a new Kafka topic.

Tutorial
January 10, 2023
How to send tabular time series data to Apache Kafka with Python and Pandas
Use Python to process time series data and send it to Apache Kafka. You'll use a large sample data set from an online-retailer and send the records in batches with Pandas and the kafka-python library.

Tutorial
December 7, 2022
How to deploy a currency alerting pipeline with Quix and CoinAPI
How to build a powerful currency alerting pipeline in a few minutes with Quix and CoinAPI.

Tutorial
October 29, 2021
Build and deploy a data science project (no developer required)
An in-depth tutorial on how one data scientist created a real-time predictor of bike availability — a use case you can apply to any fleet or mobility solution.

Tutorial
October 26, 2021
Your 15-minute guide to real-time machine learning
Take a machine learning project using streaming data from idea to production deployment. It takes just 15 minutes with this step-by-step blog and video tutorial.

Tutorial
October 12, 2021
Real time stream processing with Python
Python is the primary language for machine learning applications, but it isn’t easily compatible with streaming data — until now. Introducing the Quix SDK made for Python developers.

Tutorial
August 31, 2021
Real time stream processing with Kafka and Python
Start processing real-time data in Python in 10 minutes with Quix. This quick start guide with source code shows how.