Learn Data Science in 3 Months

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_i

Please Subscribe! And like. And comment. That's what keeps me going.

Want more education? Connect with me here:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology
instagram: https://www.instagram.com/sirajraval

Join us in the Wizards Slack channel:
http://wizards.herokuapp.com/

And please support me on Patreon:
https://www.patreon.com/user?u=3191693

Week 1 - Learn Python
- EdX https://www.edx.org/course/int....roduction-python-dat
- Siraj Raval https://www.youtube.com/watch?v=T5pRlIbr6gg&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU

Week 2 - Statistics & Probability
- KhanAcademy https://www.khanacademy.org/ma....th/statistics-probab

Week 3 - Data Pre-processing, Data Vis, Exploratory Data Analysis
- EdX https://www.edx.org/course/int....roduction-to-computi

Week 4 - Kaggle Project #1

Week 5-6 - Algorithms & Machine Learning
- Columbia https://courses.edx.org/course....s/course-v1:Columbia

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
- EdX https://www.edx.org/course/int....roduction-to-nosql-d

Week 10 - Hadoop & Map Reduce + Spark
- Udacity https://www.udacity.com/course..../intro-to-hadoop-and
- Spark Workshop https://stanford.edu/~rezab/sp....arkclass/slides/itas

Week 11 - Data Storytelling
- Edx https://www.edx.org/course/ana....lytics-storytelling-

Week 12- Kaggle Project #3

Signup for my newsletter for exciting updates in the field of AI:
https://goo.gl/FZzJ5w
Hiring? Need a Job? See our job board!:
www.theschool.ai/jobs/

Need help on a project? See our consulting group:
www.theschool.ai/consulting-group/
Hit the Join button above to sign up to become a member of my channel for access to exclusive content!