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    Felipe Peressim
    @feperessim
    Last semester I studied a lot to pass the class pf probability and statistics
    Also studies a lot of combinatories. Which I don't remember so much now.
    What is your advice to me?
    Shouvik Roy
    @royshouvik
    @feperessim I would say just keep practicing and you will get better eventually...
    Isak Falk
    @IsakFalk
    @feperessim Coming from a mathematical background, I would say that knowing the definitions inside out helps. Humans are notoriously bad at intuitively using probability and interpreting statistics, that is why this formality with probability and statistical theory comes from, it enables us to make less mistakes by making sure that we don't do leaps unconsciously.
    And practice makes perfect as with everything.
    janaemy
    @janaemyfr_twitter
    Hi, Someone can share his succes storie :smile:
    Mahdi Dibaiee
    @mdibaiee
    Oh, now that you've asked for it :D
    I started taking this path around 6 months ago I think, and now I'm on Probability and Statistics, it helped me deepen my knowledge in Machine Learning and now I'm an intern in a company (gradually becoming an NLP Engineer). I'm sure I wouldn't be as efficient in understanding Machine Learning concepts was it not for the Mathematics behind it. And the courses in this path are probably the best out there, you can hardly find anything better :D
    Shouvik Roy
    @royshouvik
    :+1:
    Guys also check out http://course.fast.ai/
    Mahdi Dibaiee
    @mdibaiee
    I can never thank the guys behind this project enough, specially @royshouvik :D :pray:
    Shouvik Roy
    @royshouvik
    Thank you for your kind words @mdibaiee but it's you who deserves the credit for your success! Wish you many more :sparkles:
    janaemy
    @janaemyfr_twitter
    Waw @mdibaiee that's beautiful dude ! I'm so glad to hear this. I'm trying to motivate peoples to learn by itself. And I'm currently writing an article about. Can you share you're success story with us by writing some words. It's for the french community :smile:
    here is my mail, janaemy@protonmail.com
    Mahdi Dibaiee
    @mdibaiee
    @janaemyfr_twitter I see! sure thing, I'll shoot you an email
    janaemy
    @janaemyfr_twitter
    Great thank you :+1: I waiting for it :)
    Shouvik Roy
    @royshouvik
    @mdibaiee hows your studies coming along?
    Jun Xiong
    @suredream
    Hi Guy, may I ask who even use beakerX before? Or any other better place to ask such question?
    Mahdi Dibaiee
    @mdibaiee
    @royshouvik Hey Shouvik, thanks for asking! Still on Probability and Statistics: Inference from Berkeley :bar_chart:, I'm going through my finals right now so I'm a little slower on the progress, but will reinforce right after my exams :fist: :D
    Mahdi Dibaiee
    @mdibaiee
    :joy: :joy:
    karishma3397
    @karishma3397
    hello
    i wanna learn ml
    from where should i start
    anithp
    @anithp
    @karishma3397 i would suggest andrew ng's ml.
    Claire Kirby
    @depeche-toad
    Hello, everyone. To those doing the Data Science path, are you also doing the Springboard Data Science Career like OSSU recommends, or just doing the free OSSU data science path?
    Shouvik Roy
    @royshouvik
    @depeche-toad AFAIK, almost no one is doing the Springboard course (probably because of the cost it involves)
    Smaily
    @Smaily1
    Hello world !
    Mahdi Dibaiee
    @mdibaiee
    @Smaily1 Hello! :smile:
    jacoblindberg
    @jacoblindberg
    In https://github.com/open-source-society/data-science it says Introduction to Data Science is 8 weeks with 10-12 hours/week but when I click on the link I get to https://www.coursera.org/specializations/data-science which is actually four courses! Is the link wrong?
    Mahdi Dibaiee
    @mdibaiee
    @royshouvik Hey Shouvik! I recently got to Convex Optimization, but I found the material in need of more advanced topics than the ones in the path, the Linear Algebra is more advanced and it requires skills of writing and reading mathematical proofs. Do you think we could add Books to the path? I couldn't find MOOCs for these topics, but I'm currently reading "How to Prove it" by Daniel J.Velleman and then I'm going to read "Linear Algebra Done Right" by Sheldon Axler
    Shouvik Roy
    @royshouvik
    Hey @mdibaiee It's possible that the curriculum is not perfect, and some courses require more prereq than already covered because
    1. I didn't complete all of the courses my self :) In fact I completed very few
    2. I knew less about Data Science at that time than today
    The curriculum grew out of my own need of a decent path to follow for learning Data Science/Machine Learning which I couldn't find at that time...So I would say, feel free to discuss and suggest improvements wherever possible
    I am planning to do some major overhauls to the curriculum, make it more lean and targeted ...but my hands are more than full right now :(
    Karim Ebrahim
    @ikarimebrahim
    @royshouvik Hello Shouvik i think you can use this site to improve the curriculum
    https://www.analyticsvidhya.com/
    https://www.analyticsvidhya.com/blog/category/infographics/
    Shouvik Roy
    @royshouvik
    Mahdi Dibaiee
    @mdibaiee
    :+1:
    Eric Douglas
    @ericdouglas
    Just saw this link today, very interesting :) https://www.kaggle.com/
    Sanket
    @sdoshi579
    Hello everyone! I'm new here and I'm interested very much in data science can someone tell me how to start learning data science.
    Eric Douglas
    @ericdouglas
    If someone wants to join the cohorts team that will build the guides for students to create/manage their own cohorts, feel free to ping us here ossu/roadmap#11.
    Eric Douglas
    @ericdouglas

    We now have a code of conduct and a new unified forum (reddit and google groups will be deprecated)

    https://github.com/ossu/code-of-conduct
    https://github.com/ossu/forum

    Jason Hunt
    @JasonHu22500045_twitter
    Is there any similar curriculum to learn AI
    Rob
    @robbrit
    @JasonHu22500045_twitter an AI curriculum would overlap significantly with the computer-science curriculum
    If you wanted to do that, I'd do the CS curriculum since you'll need most of the coding and math skills in AI, and then for the specialization at the end try and find some good AI and ML classes
    jhh-code-portfolio
    @jhh-repo
    Hello, nice to meet you all.
    jhh-code-portfolio
    @jhh-repo
    I have a question about how to progress.
    Rob
    @robbrit
    @jhh-repo go ahead and ask
    Somraj
    @Jarmos-san
    The extras section over here doesn't seem to have any resources linked, why?
    MANISH KUMAR
    @mmm84766
    hi everyone
    i am vastly inersted in data science and i wanna to take some project idea, if anyone have then i am ready to work with u