Python

Write an awesome doc for Python. A very nice an practical one extracted from Python official documentation.

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Artificial Intelligence

To make a career in Artificial Intelligence (AI), you need:

  1. Computer Science Fundamentals:

    1. Python: Python for Everybody.
    2. Data Structures & Algorithms: Code With Mosh – The Ultimate Data Structures & Algorithms.
    • Git: you can learn git beside the previous subjects, it is not really prerequisite for anything but it will makes your life a lot easier if you know if.
  2. Mathematics and Statistics:

    **TBF IDK which is prerequisite for the other, as such I just used an unordered list here : **.
  3. Machine Learning (ML):
    1. Introduction to Machine Learning.
    2. Advanced Machine Learning: could not find anything as of now, but I guess when you finish the previous step you’ll have a pretty good understanding of which course do you need and how you can find it.
  4. Deep Learning: There are quite a few courses online and I did not dare to add link to them. You can find them in downloadly.ir for example. But before anything it is highly perceptive of you if you seek a professional’s giudance on this matter.
    • Deep Learning.
    • Neural Networks.
    • Convolutional Neural Networks (CNNs).
    • Recurrent Neural Networks (RNNs).
  5. Artificial Intelligence Fundamentals:
    • Introduction to AI
    • AI Techniques.
    • Knowledge Representation.
  6. Natural Language Processing (NLP):
    • Natural Language Processing.
    • Computational Linguistics.
    • Text Mining.
  7. Computer Vision:
    • Computer Vision.
    • Image Processing.
    • Object Recognition.
  8. Robotics:
    • Robotics.
    • Autonomous Systems.
    • Robot Programming.
  9. Ethics in AI:
    • Ethics in AI.
    • AI Governance.
    • AI and Society.
  10. Data Science and Big Data:
    • Data Science.
    • Big Data Analytics.
    • Data Engineering.