I downloaded embeddable zip file from the site. Extracted it to the folder of my choice. Then added that folder in the windows path variable (using setx). It worked for me. Well this install only python and not the other packages like pip etc.

Later I found better and simpler way with Python 3.7.0 version for windows.

1. Download windows installer exe.
2. Run the exe.
3. Screen will be shown to chose the installation option.
4. Uncheck "install for all users" option.
5. Go for the custom installation.
6. On next screen specify the directory path for which your user have full access on the computer.
7. Uncheck "create shortcuts for installed application" option.
8. Make sure "Add python to environment variable" option is Unchecked .
9. complete the installation.
10. Add the installation and Script folder path in PATH using setx

This has installed all the default components of python

When setting Environmental Variables in Windows, I have gone wrong on many, many occasions. I thought I should share a few of my past mistakes here hoping that it might help someone. (These apply to all Environmental Variables, not just when setting Python Path)

Watch out for these possible mistakes:

1. Kill and reopen your shell window: Once you make a change to the ENVIRONMENTAL Variables, you have to restart the window you are testing it on.
2. NO SPACES when setting the Variables. Make sure that you are adding the ;C:\Python27 WITHOUT any spaces. (It is common to try C:\SomeOther; C:\Python27 That space (␣) after the semicolon is not okay.)
3. USE A BACKWARD SLASH when spelling out your full path. You will see forward slashes when you try echo $PATH but only backward slashes have worked for me.
4. DO NOT ADD a final backslash. Only C:\Python27 NOT C:\Python27\

For accounts without admin privileges:

Open "User Accounts" and choose "Change my environment variables" (http://support.microsoft.com/kb/931715).

This dialog will show you your current user variables as well as the system variables. You may need to add a local PATH variable if you haven't already.

To update your Path to include the Python 3.3 directory, for instance, click New:

Variable Name: PATH Variable Value: %PATH%;C:\Python33

This creates a local PATH by taking the current system PATH and adding to it.

1. Install Anaconda (Don't need admin rights) ->
2. Open Spyder ->
3. Goto Terminal and type ->

import sys

!{sys.executable} -m pip install pandas