ML4Devs — Notebooks

This repository hosts companion notebooks and code snippets for ML4Devs.com website:

GPT
- nlp_with_gpt_notebook.ipynb : Sentiment Analysis, Language Translation, and Named-Entity Recognition with GPT
- translate_natural_language_query_to_sql_notebook.ipynb : Translate Natural Language Queries to SQL, and execute it on a database
Pandas
- pandas_apply_fn_on_dataframe.ipynb : Better ways to apply a function to each row in Pandas DataFrame
Speech
- mozilla_deepspeech_api_notebook.ipynb : Automatic speech recognition with Mozilla DeepSpeech
- ds-transcriber.py : Code for a Python transcriber that process streaming audio with DeepSpeech
- python_speech_recognition_notebook.ipynb : Comparing most prominent alternatives for speech recognition with Python

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