According to a thread at quora if you want to learn data analysis using python without going to attend any courses from university or institutions, I also think links listed below are help you much and keep you surrounded of information about data analysis. If you are a dedicated learner well you no need to visit to attend a class. So most important thing why not learn technology using technology what could be better motivation then this. Before posting it here I also assess all the contents and those are all you need if you are beginners or with little knowledge you want to start diving alone. Note links are not any part of referral program I had just tried to accumulate things at one place for ease of access.
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- Dezyre - Data Science Training Course
- Harvard Data Science Tutorial - CS 109
- iClass Gyansetu - Learn Python Language Training Course Gurgaon,Delhi - GyanSetu
- Coursera - Data Science at Scale | Coursera and Applied Data Science with Python | Coursera
- Learn Data Science using Python - Specialize in Data Analytics and Machine Learning using Python Programming.
- Edx - Introduction to Python for Data Science
- Lynda - Introduction to Data Analysis with Python
- DataCamp - Learn Python for Data Science - Online Course
- Udemy - Learning Python for Data Analysis and Visualization
- Intellipaat - Learn Data Science, Python course from online training and tutorial | Intellipaat.com
- Dataquest - Learn data science with Python and R. Get started for free.
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- DataFlair - Python A - Z Tutorials
- Chris Fonnesbeck’s Statistical Data Analysis in Python tutorial - fonnesbeck/statistical-analysis-python-tutorial (and videos: https://conference.scipy.org/sci...)
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- Kaggle - Your Home for Data Science
Books
- Pandas Cookbook, Ted Petrou
- Python for Data Analysis, Wes McKinney
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- Data Science Weekly - Data Science Weekly Newsletter | DataScienceWeekly.org
- Python Weekly - A Free, Weekly Python E-mail Newsletter
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- Yhat - ŷhat | Yhat: The Yhat (Pronounced Y-hat) Blog
- DataCamp Blog - http://www.datacamp.com/community
- BlogsDope - BlogsDope - Read, learn and write articles on technology.
- FastML - Contents - FastML
- Analytics Vidhya - https://www.analyticsvidhya.com/...
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- Atom - A hackable text editor for the 21st Century
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