https://github.com/iusztinpaul/machine-learning-blog

Implementation of various Machine learning and MLOps applications/tutorials used within my Medium blog.
https://github.com/iusztinpaul/machine-learning-blog

machine-learning mlops python sklearn tutorials

Last synced: about 1 year ago
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Implementation of various Machine learning and MLOps applications/tutorials used within my Medium blog.

• Host: GitHub
• URL: https://github.com/iusztinpaul/machine-learning-blog
• Owner: iusztinpaul
• License: mit
• Created: 2022-10-17T05:41:31.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2023-01-28T11:21:02.000Z (over 3 years ago)
• Last Synced: 2025-03-26T06:11:16.554Z (over 1 year ago)
• Topics: machine-learning, mlops, python, sklearn, tutorials
• Language: Jupyter Notebook
• Homepage:
• Size: 113 MB
• Stars: 10
• Watchers: 2
• Forks: 5
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Machine Learning Applications Used Within My Blog

This repository aggregates the implementation of all the examples that I used within my [Medium blog](https://medium.com/@pauliusztin).

It contains various **machine learning and MLOps applications/tutorials**.

Everything is written in **Python**.

# Tutorials

1. [How to Quickly Design Advanced Sklearn Pipelines](./professional-sklearn-pipelines) - [Article Link](https://towardsdatascience.com/how-to-quickly-design-advanced-sklearn-pipelines-3cc97b59ce16)

2. [Master Data Integrity to Clean Your Computer Vision Datasets](./master-data-integrity-clean-computer-vision-datasets/) - [Article Link](https://medium.com/towards-data-science/master-data-integrity-to-clean-your-computer-vision-datasets-df432cf9e596)

# Licensing

Everything is licensed under the MIT license. Therefore, please use, share, and play with the code as long as you give credit to the original author.

# Let's Connect

👋 If we share any interest and want to discuss this further, please contact me

on [LinkedIn](https://www.linkedin.com/in/pauliusztin/) or by email `p.b.iusztin@gmail.com`.

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To get up-to-date content about **ML (tabular data & time series), Computer Vision, MLOps, and freelancing**:

📘 **Follow** me on [LinkedIn](https://medium.com/@pauliusztin)

✉️ **Subscribe** to my [Medium newsletter](https://pauliusztin.medium.com/subscribe)

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