Machine learning application (Kartal)
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1- Participate in cutting edge research in machine learning applications.
2- Apply your expertise in biometrics, Natural Language Processing, computer vision and real-time data mining solutions.

Admin: @Kartal_ai (https://t.me/Kartal_ai )
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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.
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