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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Another bait by Siraj Raval
Your slack community not working anymore so please update new link
Learn Data Science in 3 Months … yeah, right…
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! 😉 . 👍👍👍👍
This is awesome
Can +2 qualified can pursue data scientist course
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.
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 ..
great learning path, i will follow and try my best to follow this 12 weeks guidelines
The introduction to python for data science is no long available…??
amezing speech for anyone.Sir your speech is very heartiest.Take love from me,
Do you have a WhatsApp group chat?
nice
Can a mechanical engineer could pursue Data science ?
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.
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?
I am far from learning all those stuffs in 3 months but still a very complete road map. Thanks!
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
fuck u
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
The edx link is not working. Please help
Week 9 : Course 1 length : 4 weeks
———– : Course 2 length : 3 Weeks 😂👌
Complete Data #Science Training with #Python for #Data Analysis Online #course now 95% discounted check #coupon
https://www.udemy.com/complete-data-science-training-with-python-for-data-analysis/?couponCode=PYTHON_DS10
Woah. Thanks man. Really appreciate that you share this with us