Thank you for fully funding in just 37 minutes!

The 25% tier is moving now.
When it fills, the best discount left is 20%.

Why the rush? Because the people who learn this way ship real work. With names:

• Alan Harris used what he learned here to help write Streamlabs' computer vision patent portfolio. Streamlabs was later acquired by Logitech, and those patents factored into the deal.
• Dr. Paul Lee, a practicing cardiologist, came in as a complete Python beginner and went on to publish a computer vision paper in an American Heart Association journal. In his words: "PyImageSearch's course converted me from a Python beginner to a published computer vision practitioner."
• Steve Simpson, at 65, landed his "dream job" in machine vision and machine learning with a Tier 1 automotive supplier. He can afford to retire. He is "having way too much fun" to do it.

Notice what none of them had: a research lab, a math PhD, or a special background.
A heart doctor who had never written Python.
A working developer.
A 65-year-old most companies would have written off.
If you can train a model and run a terminal, you are starting from further ahead than they did.

The common thread is not talent.
It is finishing things: shipping one real, deployed project instead of collecting half-watched tutorials.

That is exactly what Full-Stack Serverless AI gives you: a complete, live application you can demo from a URL, built end to end with every line of code in front of you. Over $1,000 of training ($550 eBook + $450 course) in one bundle, and the work is already finished and ready to deliver.

One more thing the fast movers are doing: stepping up a tier.

Bundle + 5 Years University adds five years of PyImageSearch University on top: 100+ courses, 700+ hands-on tutorials, 94 certifications, with new courses added monthly.

The Ultimate tier is the own-the-whole-library move: every Kickstarter we have ever launched, from Deep Learning for Computer Vision with Python to YOLO 2nd Edition, plus 10 years of University, at roughly 70% off (you save about $6,890).

Both University tiers include the $297 Production Deployment Vol. 1 kit free; every other tier can add it for $149 (50% off).

>> Back the bundle

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P.S. Every tier you see is the cheapest it will be during the campaign. As each fills, the price steps up and does not come back down, and the campaign closes Sunday, June 21 at 11:59 PM ET.

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