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Math Curriculum Reference

Discussion in 'Education & Personal Growth' started by Caughtinbetween, Sep 7, 2019.

  1. Caughtinbetween

    Caughtinbetween Finest Post Winner

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    Hi ,

    I am in need of some reference material to study below Math topics :

    Linear Algebra - Vectors and Linear Spaces
    Linear Algebra - Matrix Theory
    Multivariate Calculus
    Probability Fundamentals
    Numerical Methods for Optimization

    I dont know how in depth knowledge of the above concepts is needed . However I need to study the above in prep for a machine learning course . So in that perspective , please let me know where to find the relevant Math study material . Its been a while since I studied the first four topics above so really appreciate something basic and gradually move ahead. I guess it should be high school math or above here in the U.S , not sure though.

    Thank you .
     
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  2. Thyagarajan

    Thyagarajan IL Hall of Fame

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    Schum series
    :hello:for post grad I studied concepts in higher maths including linear algebra vector analysis from publishers SCHUM. It was so easy to pick up and gain confidence in solving problems from applications point of view. Available in Amazon . Another book by Shanthi Narayanan in India also I used during my studies good for all higher maths.
    upload_2019-9-7_22-24-26.jpeg

    All the best.
    Regards.
    Goddess Namagiri revealed new vistas in maths to late RAMANUJAM 1729 famous.
     
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  3. Caughtinbetween

    Caughtinbetween Finest Post Winner

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    Thank you @Thyagarajan sir . I completely forgot about those books . I studied those books during my under grad days to learn C and C ++ . I will explore the book because to correct my first post , I need undergrad level material not high school level. Thank you.
     
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  4. Minion

    Minion Gold IL'ite

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    Have you tried Khan Academy in YouTube they have easy to understand detailed step by step videos on all the topics

    Khan Academy
     

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