منابع مفید برای شروع #یادگیری_تقویتی
#مسیر_یادگیری، #منابع، #کورس
⭕️Resources for #Reinforcement_Learning:
Wikipedia Article for General Info on Reinforcement Learning
https://stackoverflow.com/questions/43288550/iopub-data-rate-exceeded-when-viewing-image-in-jupyter-notebook
Simpler Reinforcement Learning API with #Keras. It's a lot easier to play with this than manually implement techniques in #TensorFlow.
https://github.com/matthiasplappert/keras-rl
Huge Repo of Implemented RL Algos:
https://github.com/dennybritz/reinforcement-learning
#Berkeley #Course on RL and DL:
http://rll.berkeley.edu/deeprlcourse/
Nice Series of Articles on RL:
https://medium.com/emergent-future/simple-reinforcement-learning-with-tensorflow-part-0-q-learning-with-tables-and-neural-networks-d195264329d0
Some great books on RL:
* Richard S. Sutton and Andrew G. Barto. Reinforcement Learning.
* Stuart J. Russell and Peter Norvig. Artificial Intelligence. A Modern Approach.
* Ian Goodfellow, Yoshua Bengio, and Aaron Courville. Deep Learning.
#مسیر_یادگیری، #منابع، #کورس
⭕️Resources for #Reinforcement_Learning:
Wikipedia Article for General Info on Reinforcement Learning
https://stackoverflow.com/questions/43288550/iopub-data-rate-exceeded-when-viewing-image-in-jupyter-notebook
Simpler Reinforcement Learning API with #Keras. It's a lot easier to play with this than manually implement techniques in #TensorFlow.
https://github.com/matthiasplappert/keras-rl
Huge Repo of Implemented RL Algos:
https://github.com/dennybritz/reinforcement-learning
#Berkeley #Course on RL and DL:
http://rll.berkeley.edu/deeprlcourse/
Nice Series of Articles on RL:
https://medium.com/emergent-future/simple-reinforcement-learning-with-tensorflow-part-0-q-learning-with-tables-and-neural-networks-d195264329d0
Some great books on RL:
* Richard S. Sutton and Andrew G. Barto. Reinforcement Learning.
* Stuart J. Russell and Peter Norvig. Artificial Intelligence. A Modern Approach.
* Ian Goodfellow, Yoshua Bengio, and Aaron Courville. Deep Learning.
Stack Overflow
IOPub data rate exceeded in Jupyter notebook (when viewing image)
I want to view an image in Jupyter notebook. It's a 9.9MB .png file.
from IPython.display import Image
Image(filename='path_to_image/image.png')
I get the below error:
IOPub data rate exceeded.
...
from IPython.display import Image
Image(filename='path_to_image/image.png')
I get the below error:
IOPub data rate exceeded.
...
Forwarded from r s
لینک دوره:
https://academy.microsoft.com/en-us/tracks/artificial-intelligence/
توضیحات:
سرفصل ها...
Get Started with AI
Use #Python to Work with Data
Use #Math and #Statistics Techniques
Consider Ethics for #AI
Plan and Conduct a Data Study
Build #Machine_Learning Models
Build #Deep_Learning Models
Build #Reinforcement_Learning Models
Develop Applied AI Solutions
Final Project
Microsoft Professional Program Certificate in Artificial Intelligence
از اکانت ماکروسافت شما به سایت edx متصل شده و کورس ها را رایگان در ادکس میگذرانید. در پایان در سایت ماکروسافت گواهی اتمام دوره را دریافت خواهید کرد.
Tensorflow
معرفی #کورس
برنامه رایگان یادگیری عمیق ماکروسافت شامل 10 کورس
Microsoft Professional Program for Artificial Intelligence track
REQUIRED COURSES: 10
HOURS PER COURSE: 16-32
SKILLS: 8
https://academy.microsoft.com/en-us/tracks/artificial-intelligence/
توضیحات:
سرفصل ها...
Get Started with AI
Use #Python to Work with Data
Use #Math and #Statistics Techniques
Consider Ethics for #AI
Plan and Conduct a Data Study
Build #Machine_Learning Models
Build #Deep_Learning Models
Build #Reinforcement_Learning Models
Develop Applied AI Solutions
Final Project
Microsoft Professional Program Certificate in Artificial Intelligence
از اکانت ماکروسافت شما به سایت edx متصل شده و کورس ها را رایگان در ادکس میگذرانید. در پایان در سایت ماکروسافت گواهی اتمام دوره را دریافت خواهید کرد.
Tensorflow
معرفی #کورس
برنامه رایگان یادگیری عمیق ماکروسافت شامل 10 کورس
Microsoft Professional Program for Artificial Intelligence track
REQUIRED COURSES: 10
HOURS PER COURSE: 16-32
SKILLS: 8