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Lost MySQL Admin Password

I lost mysql admin (root user) password. How do I reset a lost MySQL admin (root) password under UNIX or Linux or BSD operating systems?
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I'm setting up WordPress based blog system under Debian or Ubuntu Linux. I am getting an error which read as follows:

Your PHP installation appears to be missing the MySQL extension which is required by WordPress

How do I fix this problem under Debian or Ubuntu Linux?
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How To Start and Stop MySQL Database Server From A Shell Prompt

Q. How do I start and stop mysql server under Debian / Ubuntu Linux system?

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Ubuntu Linux: Apache PHP5 and MySQL Installation And Configuration

How do I install and configure PHP version 5.x and MySQL server for the Apache v2.x web server on Ubuntu Linux operating systems?
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