Machine Learning is Fun! Part 2

Update: This article is part of a series. Check out the full series: <a href="https://medium.com/@ageitgey/machine-learning-is-fun-80ea3ec3c471" rel="noopener">Part 1</a>, <a href="https://medium.com/@ageitgey/machine-learning-is-fun-part-2-a26a10b68df3" rel="noopener">Part 2</a>, <a href="https://medium.com/@ageitgey/machine-learning-is-fun-part-3-deep-learning-and-convolutional-neural-networks-f40359318721" rel="noopener">Part 3</a>, <a href="https://medium.com/@ageitgey/machine-learning-is-fun-part-4-modern-face-recognition-with-deep-learning-c3cffc121d78" rel="noopener">Part 4</a>, <a href="https://medium.com/@ageitgey/machine-learning-is-fun-part-5-language-translation-with-deep-learning-and-the-magic-of-sequences-2ace0acca0aa" rel="noopener">Part 5</a>, <a href="https://medium.com/@ageitgey/machine-learning-is-fun-part-6-how-to-do-speech-recognition-with-deep-learning-28293c162f7a" rel="noopener">Part 6</a>, <a href="https://medium.com/@ageitgey/abusing-generative-adversarial-networks-to-make-8-bit-pixel-art-e45d9b96cee7" rel="noopener">Part 7</a> and <a href="https://medium.com/@ageitgey/machine-learning-is-fun-part-8-how-to-intentionally-trick-neural-networks-b55da32b7196" rel="noopener">Part 8</a>! You can also read this article in <a href="https://medium.com/botsupply/il-machine-learning-%C3%A8-divertente-parte-2-dec556e4855d" rel="noopener">Italiano</a>, <a href="https://medium.com/@lfcj/machine-learning-es-divertido-parte-2-b12f488675c5" rel="noopener">Español</a>, <a href="https://medium.com/@alexis.anzieu/samuser-avec-le-machine-learning-part2-41974ee1f586" rel="noopener">Français</a>, <a href="https://medium.com/@atakanyenel/makine-%C3%B6%C4%9Frenimi-e%C4%9Flencelidir-2-k%C4%B1s%C4%B1m-6b464cbdf40c" rel="noopener">Türkçe</a>, <a href="http://algotravelling.com/ru/%D0%BC%D0%B0%D1%88%D0%B8%D0%BD%D0%BD%D0%BE%D0%B5-%D0%BE%D0%B1%D1%83%D1%87%D0%B5%D0%BD%D0%B8%D0%B5-%D1%8D%D1%82%D0%BE-%D0%B2%D0%B5%D1%81%D0%B5%D0%BB%D0%BE-2/" rel="noopener ugc nofollow" target="_blank">Русский</a>, <a href="https://medium.com/@jongdae.lim/%EA%B8%B0%EA%B3%84-%ED%95%99%EC%8A%B5-machine-learning-%EC%9D%80-%EC%A6%90%EA%B2%81%EB%8B%A4-part-2-b35f3d327761" rel="noopener">한국어 </a><a href="https://medium.com/machina-sapiens/aprendizagem-de-m%C3%A1quina-%C3%A9-divertido-parte-2-7c00d034e1d5" rel="noopener">Português</a>, <a href="https://zerotohero.ir/article/machine-learning/%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C-%D9%85%D8%A7%D8%B4%DB%8C%D9%86-%D8%A8%D9%87-%D8%B2%D8%A8%D8%A7%D9%86-%D8%B3%D8%A7%D8%AF%D9%87-%D8%A8%D8%AE%D8%B4-%D8%AF%D9%88%D9%85" rel="noopener ugc nofollow" target="_blank">فارسی</a>, <a href="https://viblo.asia/p/machine-learning-that-thu-vi-2-tao-sach-van-hoc-va-game-mario-WAyK81o9ZxX" rel="noopener ugc nofollow" target="_blank">Tiếng Việt</a> or <a href="https://zhuanlan.zhihu.com/p/24344720" rel="noopener ugc nofollow" target="_blank">普通话</a>. Giant update: <a href="https://www.machinelearningisfun.com/get-the-book/" rel="noopener ugc nofollow" target="_blank">I’ve written a new book based on these articles</a>! It not only expands and updates all my articles, but it has tons of brand new content and lots of hands-on coding projects. <a href="https://www.machinelearningisfun.com/get-the-book/" rel="noopener ugc nofollow" target="_blank">Check it out now</a>! In <a href="https://medium.com/@ageitgey/machine-learning-is-fun-80ea3ec3c471" rel="noopener">Part 1</a>, we said that Machine Learning is using generic algorithms to tell you something interesting about your data without writing any code specific to the problem you are solving. (If you haven’t already read <a href="https://medium.com/@ageitgey/machine-learning-is-fun-80ea3ec3c471" rel="noopener">part 1</a>, read it now!). This time, we are going to see one of these generic algorithms do something really cool — create video game levels that look like they were made by humans. We’ll build a neural network, feed it existing Super Mario levels and watch new ones pop out! <a href="https://medium.com/@ageitgey/machine-learning-is-fun-part-2-a26a10b68df3">Click Here</a>