Summary
Keywords
Full Transcript
Stochastic gradient descent, batch gradient descent and mini batch gradient descent are three flavors of a gradient descent algorithm. In this video I will go over differences among these 3 and then implement them in python from scratch using housing price dataset. At the end of the video we have an exercise for you to solve. 🔖 Hashtags 🔖 #stochasticgradientdescentpython #stochasticgradientdescent #batchgradientdescent #minibatchgradientdescent #gradientdescent Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses. Next Video: https://www.youtube.com/watch?v=5ogmEkujoqE&list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO&index=15 Previous video: https://www.youtube.com/watch?v=PQCE9ChuIDY&list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO&index=13 Code of this tutorial: https://github.com/codebasics/deep-learning-keras-tf-tutorial/blob/master/8_sgd_vs_gd/gd_and_sgd.ipynb Exercise: Go at the end of above link to find description for exercise Deep learning playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO Machine learning playlist : https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw Prerequisites for this series: 1: Python tutorials (first 16 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uv5U-Lmlnucd7gqF-3ehIh0 2: Pandas tutorials(first 8 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uuASpe-1LjfG5f14Bnozjwy 3: Machine learning playlist (first 16 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw #️⃣ Social Media #️⃣ 🔗 Discord: https://discord.gg/r42Kbuk 📸 Dhaval's Personal Instagram: https://www.instagram.com/dhavalsays/ 📸 Instagram: https://www.instagram.com/codebasicshub/ 🔊 Facebook: https://www.facebook.com/codebasicshub 📝 Linkedin (Personal): https://www.linkedin.com/in/dhavalsays/ 📝 Linkedin (Codebasics): https://www.linkedin.com/company/codebasics/ 📱 Twitter: https://twitter.com/codebasicshub 🔗 Patreon: https://www.patreon.com/codebasics?fan_landing=true
Continue this lesson in the app
Install CourseHive on Android or iOS to keep learning while you move.
