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Towards mastery, purpose and autonomy
🕵️‍♂️
Towards mastery, purpose and autonomy

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rueedlinger/README.md

Hi there 👋

My name is Matthias Rüedlinger or Matt for short. I’m an Data Enthusiast on my way to Mastery, Purpose and Autonomy. Real-time data and machine learning is my passion.

Here are some of my actual repos...

Data Engineering 🦾

  • kafka-connect-quickstart - Example project to play around with Apache Kafka Connect. There are examples to develop and deploy Kafka Connect plugins (connectors, transforms, etc.) from a Java Maven project.
  • fluent-bit-kafka-elastic - This is a sample setup for ingesting data from kafka into elasticsearch with fluentbit.
  • strimzi-kafka-connect - This is a kafka connect docker image based on strimzi. This image can be used with the kafka strimzi operator.

Machine Learning 🤖

  • machine-learning-snippets - Python Machine Learning Snippets contains various machine learning examples as Jupyter notebooks with scikit-learn, statsmodel, numpy and other libraries.
  • text-classification-scikit-learn - Text Classification Examples (Python). Simple example how to train a model (scikit-learn) which can predict the language of written text. The model uses samples from different wikipedia subdomains.
  • ml-resources - A curated list of statistics, data visualization and machine learning resources which in find useful, have read or want to read.

Snippets (gist) 📝

  • export_notebooks.sh - automates the export of Jupyter notebooks to Markdown, offering options to remove Markdown files, images, and styles, with customizable settings through command-line arguments.

Pinned Loading

  1. machine-learning-snippets machine-learning-snippets Public

    Python Machine Learning Snippets contains various machine learning examples as Jupyter notebooks with scikit-learn, statsmodel, numpy and other libraries.

    Jupyter Notebook 34 9

  2. kafka-connect-quickstart kafka-connect-quickstart Public

    Example project to play around with Apache Kafka Connect. There are examples to develop and deploy Kafka Connect plugins (connectors, transforms, etc.) from a Java Maven project.

    Java 25 15

  3. monte-carlo-simulation monte-carlo-simulation Public

    Monte Carlo Simulation for Forecasting Cycle Times with a Python Jupyter Notebook

    Jupyter Notebook 5 8

  4. ml-resources ml-resources Public

    A curated list of statistics, data visualization and machine learning resources which in find useful, have read or want to read.

    8