Forwarded from Code Community ☕️ (Amir Arman)
🔸 Deep Learning Papers Reading Roadmap
#learning_path #road_map
#Deep_Learning
👉 Link Review
〰️〰️〰️〰️〰️
©️ @Code_Community
#learning_path #road_map
#Deep_Learning
👉 Link Review
〰️〰️〰️〰️〰️
©️ @Code_Community
Forwarded from Tensorflow(@CVision) (Vahid Reza Khazaie)
#یادگیری_عمیق دقیقا چیه؟
طی چند روز گذشته، بعضی از محقق‌های بزرگ هوش مصنوعی مانند #یان_لکان و #فرانسوا_شوله تعریف خودشون رو از دیپ لرنینگ توی سال 2019 اعلام کردند.
یان لکان:
"Some folks still seem confused about what deep learning is. Here is a definition:
DL is constructing networks of parameterized functional modules & training them from examples using gradient-based optimization. That's it.
This definition is orthogonal to the learning paradigm: reinforcement, supervised, or self-supervised.
Don't say "DL can't do X" when what you really mean is "supervised learning needs too much data to do X"
Extensions (dynamic networks, differentiable programming, graph NN, etc) allow the network architecture to change dynamically in a data-dependent way."
https://www.facebook.com/722677142/posts/10156463919392143/
فرانسوا شوله:
"What's deep learning?
The "common usage" definition as of 2019 would be "chains of differentiable parametric layers trained end-to-end with backprop".
But this definition seems overly restrictive to me. It describes *how we do DL today*, not *what it is*."
https://twitter.com/fchollet/status/1210031900695449600
اندری بورکوف:
"Looks like in late 2019, people still need a definition of deep learning, so here's mine: deep learning is finding parameters of a nested parametrized non-linear function by minimizing an example-based differentiable cost function using gradient descent."
https://www.linkedin.com/posts/andriyburkov_looks-like-in-late-2019-people-still-need-activity-6615377527147941888-ce68/
#deep_learning
طی چند روز گذشته، بعضی از محقق‌های بزرگ هوش مصنوعی مانند #یان_لکان و #فرانسوا_شوله تعریف خودشون رو از دیپ لرنینگ توی سال 2019 اعلام کردند.
یان لکان:
"Some folks still seem confused about what deep learning is. Here is a definition:
DL is constructing networks of parameterized functional modules & training them from examples using gradient-based optimization. That's it.
This definition is orthogonal to the learning paradigm: reinforcement, supervised, or self-supervised.
Don't say "DL can't do X" when what you really mean is "supervised learning needs too much data to do X"
Extensions (dynamic networks, differentiable programming, graph NN, etc) allow the network architecture to change dynamically in a data-dependent way."
https://www.facebook.com/722677142/posts/10156463919392143/
فرانسوا شوله:
"What's deep learning?
The "common usage" definition as of 2019 would be "chains of differentiable parametric layers trained end-to-end with backprop".
But this definition seems overly restrictive to me. It describes *how we do DL today*, not *what it is*."
https://twitter.com/fchollet/status/1210031900695449600
اندری بورکوف:
"Looks like in late 2019, people still need a definition of deep learning, so here's mine: deep learning is finding parameters of a nested parametrized non-linear function by minimizing an example-based differentiable cost function using gradient descent."
https://www.linkedin.com/posts/andriyburkov_looks-like-in-late-2019-people-still-need-activity-6615377527147941888-ce68/
#deep_learning
Forwarded from رویدادهای ملی و بین المللی
📌 مدرسه زمستانه هوش مصنوعی IPM از 7 تا 9 اسفند
📌 کارگاه آموزشی لینوکس و پردازش ابری 1 اسفند
📌 کارگاه آموزشی برنامه نویسی پایتون 2 اسفند
🎓 اعطای مدرک معتبر و رسمی
✅ ثبت نام برای عموم آزاد است
💯 تخفیف ویژه ثبت نام زودهنگام و گروهی
#اسفند1398
#Winter_School #Artificial_Intelligence
#Workshop #Linux #Python #Machine_Vision #Machine_Learning #Deep_Learning #FK #OpenCV #TensorFlow
#Tehran #IPM #SCS
🔗 evand.com/events/aiws
🔗 evand.com/events/aiws-unix
🔗 evand.com/events/aiws-py
🌐 scs.ipm.ac.ir
📣 @convent
📌 کارگاه آموزشی لینوکس و پردازش ابری 1 اسفند
📌 کارگاه آموزشی برنامه نویسی پایتون 2 اسفند
🎓 اعطای مدرک معتبر و رسمی
✅ ثبت نام برای عموم آزاد است
💯 تخفیف ویژه ثبت نام زودهنگام و گروهی
#اسفند1398
#Winter_School #Artificial_Intelligence
#Workshop #Linux #Python #Machine_Vision #Machine_Learning #Deep_Learning #FK #OpenCV #TensorFlow
#Tehran #IPM #SCS
🔗 evand.com/events/aiws
🔗 evand.com/events/aiws-unix
🔗 evand.com/events/aiws-py
🌐 scs.ipm.ac.ir
📣 @convent
Forwarded from رویدادهای ملی و بین المللی
📌 مدرسه زمستانه هوش مصنوعی IPM از 7 تا 9 اسفند
🎓 اعطای مدرک معتبر و رسمی
✅ ثبت نام برای عموم آزاد است
💯 تخفیف ویژه ثبت نام زودهنگام و گروهی
#اسفند1398
#Winter_School #Artificial_Intelligence
#Workshop #Linux #Python #Machine_Vision #Machine_Learning #Deep_Learning #FK #OpenCV #TensorFlow
#Tehran #IPM #SCS
🔗 evand.com/events/aiws
🌐 scs.ipm.ac.ir
📣 @convent
🎓 اعطای مدرک معتبر و رسمی
✅ ثبت نام برای عموم آزاد است
💯 تخفیف ویژه ثبت نام زودهنگام و گروهی
#اسفند1398
#Winter_School #Artificial_Intelligence
#Workshop #Linux #Python #Machine_Vision #Machine_Learning #Deep_Learning #FK #OpenCV #TensorFlow
#Tehran #IPM #SCS
🔗 evand.com/events/aiws
🌐 scs.ipm.ac.ir
📣 @convent