IE 11 showing message "Only secure content is displayed" on my site when ssl is enabled

I have a web application, it is hosted on a windows server 2012 server machine.
Today I added enabled SSL on my application and also added a redirect rule to redirect all the http request to https for my web application.

On IE 11 when I open my web site it shows me a message (image is added )
I am not aware what to do this message and why it is coming.

Could any help me here?
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when https page has href for images or contents that is directly points to http:// instead of relative path or https path this message will come, it is a client security settings to enable this worming or not

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yadavdepAuthor Commented:
Thanks a lot for so clear explanation. With the help of your answer only I was able to make changes in my application and now this message is coming up any more.
glad that I was able to help

good luck
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