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بخش دانشجویی خانه ریاضیات اصفهان
«منابعی در حوزهٔ هوش مصنوعی»
• Andrew Ng Online Courses:
https://www.andrewng.org/courses/
(more application based rather than fundamental based) • Deep Learning Course Autumn 2018:
https://youtube.com/playlist?list=PLoROMvodv4rOABXSygHTsbvUz4G_YQhOb&si=NR_AcySMvNnZnlsT
• Reinforcement Learning 2015 deepmind:
https://youtube.com/playlist?list=PLqYmG7hTraZDM-OYHWgPebj2MfCFzFObQ&si=b0g0RMmoMJWIgBMX
Book: • Artificial Intelligence: A Modern Approach, Russel :
https://people.engr.tamu.edu/guni/csce421/files/AI_Russell_Norvig.pdf
(It is a large book. you should hand pick the contents.) • Visual short videos:
https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi
(3Blue1Brown Channel)
@IMHStudents
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Stanford CS230: Deep Learning | Autumn 2018
Lectures from Stanford graduate course CS230 taught by Andrew Ng. You will learn about Convolutional networks, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/H...
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