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Essentials

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•1 min read
M
Mohammad Suhail

I am a developer from Mumbai with 2.5 years of experience in C,Python and shell scripting. Also worked as GreenPlum database administrator for more than a year at National Stock Exchange of India. 2x aws certified in solution architect

  1. open source python library for animation

  2. linux command to list in tree format : tree

  3. AI and ML RoadMap:

    Maths:

    1. LinearAlgebra-DiffrentialEquation-Calculus-NeuralNetworks

    2. Essentials of Mathematics for ML - IITR

    3. deep learning

      1. Neural networks

      2. Backpropagation

      3. CNN: convolutional neural network

      4. learn how LLM's works. Like how to use OpenAI API etc

        also learn about GPT plugins and store

        coursera|andrew NG

  4. Python:

    1. Intro to CS using Python - Ana Bell - MIT26Lectures

    2. Intro to AI with python - Harvard 08Lectures

    3. Hands On ML - Aurelien-Geron

    4. Pytorch : python framework|freecodecamp

  5. Data Analytics and projects

    1. kaggle-data science community|dataset practice

    2. Python for data analysis - WesMeckinney

    3. Numpy|Pandas|Matplotlib : for data analysis|freecodecamp

    4. Tech with tim | Flappy bird|Python game project

    5. certification upload on LinkedIn :

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