Companion notebooks for blogs/tutorials on ML4Devs website.
Last updated Jun 23, 2026
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ML4Devs — Notebooks
This repository hosts companion notebooks and code snippets for ML4Devs.com website:
- LLMs
nlpwithgpt_notebook.ipynb : Sentiment Analysis, Language Translation, and Named-Entity Recognition with GPT
- translatenaturallanguagequerytosql_notebook.ipynb : Translate Natural Language Queries to SQL, and execute it on a database
- Pandas
pandasapplyfnondataframe.ipynb : Better ways to apply a function to each row in Pandas DataFrame
- Speech
mozilladeepspeechapinotebook.ipynb : Automatic speech recognition with Mozilla DeepSpeech
- ds-transcriber.py : Code for a Python transcriber that process streaming audio with DeepSpeech
- pythonspeechrecognitionnotebook.ipynb : Comparing most prominent alternatives for speech recognition with Python
