links.txt

Documentations :
    https://docs.python.org/3/c-api/
    https://www.mypy-lang.org/

    https://pandas.pydata.org/docs/
    https://numpy.org/doc/stable/
    https://scikit-learn.org/stable/
    https://pytorch.org/docs/stable/index.html
    https://www.tensorflow.org/api_docs
    https://scipy.org/
    https://www.nltk.org/
    https://pypi.org/project/transformers/


Neural networks :
    https://youtu.be/yuDBSbng_8o?si=bDOH-0gmmJi-Cs0r
    https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi
    https://youtu.be/S_kBkezX1ME?si=1aBseVdssSPQOrG-
    https://medium.com/@sumit.tripathi/learning-how-to-build-your-own-gpt-on-python-173258a0eb33

    Harvard (Introductions / General understanding)
        https://youtu.be/QAZc9xsQNjQ?si=QFXDc4Pj5eTdubD4
        https://youtu.be/6X58aP7yXC4?si=-oaE4kloJX2tXmLq

    Stanford (Complete courses)
        Introduction to Building LLMs
            https://drive.google.com/file/d/1B46VFrqFAPAEj3kaCrBAtQqeh2_Ztawl/view
        NLP with Deep Learning
            https://youtu.be/rmVRLeJRkl4?si=RQEr4hjCRrylRWxu


Datasets / logic exercices :
    https://www.kaggle.com/datasets
    https://adventofcode.com/


SQL / ORM / Schemas :
    https://sqlpd.com/
    https://use-the-index-luke.com/

    https://docs.python.org/3/library/sqlite3.html
    https://www.sqlalchemy.org/
    https://docs.pydantic.dev/latest/
    https://docs.dataherald.com/introduction

    https://fr.wikipedia.org/wiki/Lucene
    https://fr.wikipedia.org/wiki/Elasticsearch


Web Frameworks :
    https://www.djangoproject.com/
    https://www.django-rest-framework.org/
    https://django-ninja.dev/
    https://fastapi.tiangolo.com/
    https://flask.palletsprojects.com/en/stable/


Books :
    https://www.oreilly.com/library/view/python-data-science/9781491912126/

    Clean code & Clean architecture by Robert C. Martin (Mostly Java)
    His blog : https://blog.cleancoder.com/ 


Code logic:
    https://python.doctor/
    https://pythontutor.com/

    https://www.youtube.com/@CodeAesthetic

    https://fr.wikipedia.org/wiki/Alg%C3%A8bre_de_Boole_(logique)
    https://fr.wikipedia.org/wiki/Lois_de_De_Morgan

    https://fr.wikipedia.org/wiki/Probl%C3%A8me_du_voyageur_de_commerce
    https://fr.wikipedia.org/wiki/Algorithme_de_Dijkstra