Advanced Methods for Hyperparameter Tuning
3.2 هزار بار بازدید -
2 سال پیش
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In this video, we learn
In this video, we learn how to tune hyperparameters of the network with advanced methods like Bayesian search, gradient-based search, and evolutionary computing.
Previous lesson: • Simple Methods for Hyperparameter Tuning
Next lesson: • How to Understand What's Wrong with a...
📙 Here is a lesson notes booklet that summarizes everything you learn in this course in diagrams and visualizations. You can get it here 👉 misraturp.gumroad.com/l/fdl
👩💻 You can get access to all the code I develop in this course here: github.com/misraturp/Deep-learning-course-repo
❓To get the most out of the course, don't forget to answer the end of module questions:
fishy-dessert-4fc.notion.site/Deep-Learning-101-Qu…
👉 You can find the answers here:
fishy-dessert-4fc.notion.site/Deep-Learning-101-An…
RESOURCES:
🏃♀️ Data Science Kick-starter mini-course: www.misraturp.com/courses/data-science-kick-starte…
🐼 Pandas cheat sheet: misraturp.gumroad.com/l/pandascs
📥 Streamlit template (updated in 2023, now for $5): misraturp.gumroad.com/l/stemp
📝 NNs hyperparameters cheat sheet: www.misraturp.com/nn-hyperparameters-cheat-sheet
📙 Fundamentals of Deep Learning in 25 pages: misraturp.gumroad.com/l/fdl
COURSES:
👩💻 Hands-on Data Science: Complete your first portfolio project: www.misraturp.com/hods
🌎 Website - misraturp.com/
🐥 Twitter - twitter.com/misraturp
2 سال پیش
در تاریخ 1401/09/12 منتشر شده
است.
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