What’s the best Python certificate to get? That’s a common question among programming and data science beginners. And if you Google that phrase, the options can be pretty overwhelming. Python certifications range from those that come free or as part of a course to stand-alone certifications that can cost thousands of dollars.

The dirty secret: You don’t need a Python certification to get a job, and there are many more effective ways for you to be spending your time and money.
Python certifications are a kind of credential. Credentials are largely how the traditional education system works. You go to a university and obtain a degree, and then when it’s time to get a job, your degree acts as a credential. Employers use that credential as a proxy for experience when deciding whether to hire you. It’s proof that you’ve learned the things you say you’ve learned

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