If you are starting from scratch then this post is for you and interested in Python:
Step 1: Setting up your machine
Download anaconda and use spyder or Ipython for trying out small things.
Python is installed into this package itself.
Step 2: Basic of Python as a programming lang
learn: Lists, Tuples, Dictionaries, List comprehensions, Dictionary comprehensions
Step 3:
Learn these libraries in Python – Pandas, NumPy, SciPy and Matplotlib
Step 4:
Start Machine learning with Scikit-learn
Step 5:
The thing which will differentiate you from other data scientist is practice.
Some nice blogs to follow:
1. http://www.datasciencecentral.com/
2. http://www.kdnuggets.com/
3. http://www.analyticsvidhya.com/ [Indian community which came up very fast]
To start practising models, participate in competitions from:
1. https://www.kaggle.com/
2. http://www.analyticsvidhya.com/
Step 1: Setting up your machine
Download anaconda and use spyder or Ipython for trying out small things.
Python is installed into this package itself.
Step 2: Basic of Python as a programming lang
learn: Lists, Tuples, Dictionaries, List comprehensions, Dictionary comprehensions
Step 3:
Learn these libraries in Python – Pandas, NumPy, SciPy and Matplotlib
Step 4:
Start Machine learning with Scikit-learn
Step 5:
The thing which will differentiate you from other data scientist is practice.
Some nice blogs to follow:
1. http://www.datasciencecentral.com/
2. http://www.kdnuggets.com/
3. http://www.analyticsvidhya.com/ [Indian community which came up very fast]
To start practising models, participate in competitions from:
1. https://www.kaggle.com/
2. http://www.analyticsvidhya.com/
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