Learn Data Science in 3 Months




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I’ve created a 3 month curriculum to help you go from absolute beginner to proficient in the art of data science! This open source curriculum consists of purely free resources that I’ve compiled from across the Web and has no prerequisites, you don’t even have to have coded before. I’ve designed it for anyone who wants to improve their skills and find paid work ASAP, ether through a full-time position or contract work. You’ll be learning a host of tools like SQL, Python, Hadoop, and even data storytelling, all of which make up the complete data science pipeline.

Curriculum for this video:
https://github.com/llSourcell/Learn_Data_Science_in_3_Months

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Week 1 – Learn Python
– EdX https://www.edx.org/course/introduction-python-data-science-2
– Siraj Raval https://www.youtube.com/watch?v=T5pRlIbr6gg&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU

Week 2 – Statistics & Probability
– KhanAcademy https://www.khanacademy.org/math/statistics-probability

Week 3 – Data Pre-processing, Data Vis, Exploratory Data Analysis
– EdX https://www.edx.org/course/introduction-to-computing-for-data-analysis

Week 4 – Kaggle Project #1

Week 5-6 – Algorithms & Machine Learning
– Columbia https://courses.edx.org/courses/course-v1:ColumbiaX+DS102X+2T2018/course/

Week 7 – Deep Learning
– Part 1 and 2 of DL Book https://www.deeplearningbook.org/
– Siraj Raval https://www.youtube.com/watch?v=vOppzHpvTiQ&list=PL2-dafEMk2A7YdKv4XfKpfbTH5z6rEEj3

Week 8 – Kaggle Project #2

Week 9 – Databases (SQL + NoSQL)
– Udacity https://www.udacity.com/course/intro-to-relational-databases–ud197
– EdX https://www.edx.org/course/introduction-to-nosql-data-solutions-2

Week 10 – Hadoop & Map Reduce + Spark
– Udacity https://www.udacity.com/course/intro-to-hadoop-and-mapreduce–ud617
– Spark Workshop https://stanford.edu/~rezab/sparkclass/slides/itas_workshop.pdf

Week 11 – Data Storytelling
– Edx https://www.edx.org/course/analytics-storytelling-impact-1

Week 12- Kaggle Project #3

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Comment List

  • Siraj Raval
    November 25, 2020

    Another bait by Siraj Raval

  • Siraj Raval
    November 25, 2020

    Your slack community not working anymore so please update new link

  • Siraj Raval
    November 25, 2020

    Learn Data Science in 3 Months … yeah, right…

  • Siraj Raval
    November 25, 2020

    Hey there Siraj, I’m very interested in this course as I have just stumbled on your channel. Thank you for putting this together. I have come to this topic very and really looks like something I’d like to get into. I’ve taken a few courses in Python to learn that and I like the way you present the subject of DS/AI in your videos. Thanks so much again, this will give me something to do during the yucky uk winter! 😉 . 👍👍👍👍

  • Siraj Raval
    November 25, 2020

    This is awesome

  • Siraj Raval
    November 25, 2020

    Can +2 qualified can pursue data scientist course

  • Siraj Raval
    November 25, 2020

    I would have a hard time learning anything remotely resembling any kind of 'science' from someone who looks like he should be serving spicy curry in an indian fast food establishment.

  • Siraj Raval
    November 25, 2020

    Sir Can A 12th Pass Student can learn this 3 months Data science Course
    I mean It is Easy ??
    Btw I love data science and it's my dream to become a data scientist
    Plzzz reply ..

  • Siraj Raval
    November 25, 2020

    great learning path, i will follow and try my best to follow this 12 weeks guidelines

  • Siraj Raval
    November 25, 2020

    The introduction to python for data science is no long available…??

  • Siraj Raval
    November 25, 2020

    amezing speech for anyone.Sir your speech is very heartiest.Take love from me,

  • Siraj Raval
    November 25, 2020

    Do you have a WhatsApp group chat?

  • Siraj Raval
    November 25, 2020

    nice

  • Siraj Raval
    November 25, 2020

    Can a mechanical engineer could pursue Data science ?

  • Siraj Raval
    November 25, 2020

    Hi, I am looking for a study partner. I entered the Slack but all I found was people spamming random stuff. If anyone here is interested, please DM me.
    I am from a non-CS background, but I do know a bit about of Python and Pandas.

  • Siraj Raval
    November 25, 2020

    Helo sir! I don't have any Batchelor degree in technology but I want to be data scientist . Is it possible for me to became a data scientist through only online classes?

  • Siraj Raval
    November 25, 2020

    I am far from learning all those stuffs in 3 months but still a very complete road map. Thanks!

  • Siraj Raval
    November 25, 2020

    Python по скайпу. В том числе – для начинающих. Научу мыслить нестандартно. Решаем задачки, строим утилиты, игры. Data Science и всё, что с эти связано. Телега у меня в контактах. Напиши мне

  • Siraj Raval
    November 25, 2020

    fuck u

  • Siraj Raval
    November 25, 2020

    Skillmonks is introducing top training centers so start learning Data science with python from this top training center
    https://skillmonks.com/course/Data-Science-with-Python-Course-Simplilearn-Koramangala-Bengaluru-Online/1224

  • Siraj Raval
    November 25, 2020

    The edx link is not working. Please help

  • Siraj Raval
    November 25, 2020

    Week 9 : Course 1 length : 4 weeks
    ———– : Course 2 length : 3 Weeks 😂👌

  • Siraj Raval
    November 25, 2020
  • Siraj Raval
    November 25, 2020

    Woah. Thanks man. Really appreciate that you share this with us

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