Learn Deep learning online

“Deep learning (also known as deep structured learning, hierarchical learning or deep machine learning) is a branch of machine learning based on a set of algorithms that attempt to model high level abstractions in data by using a deep graph with multiple processing layers, composed of multiple linear and non-linear transformations” – Wikipedia

This page lists a good number of online resources available to get a good grasp of Deep learning.

You can also checkout bafflednerd’s list of

Note: Udemy has a Holiday period offer providing all courses for 10 USD only.If you have/had any plans to take up an Udemy course, this is a great opportunity to buy courses at a very low price.

Happy learning!!

Course NameDifficultyCourse Instructor and WebsiteRatingTime commitmentPrice in USD
Deep LearningExpertGoogle (Udacity)NA3 monthsFree
Deep Learning from StanfordBeginnerSamy Bengio, Tom Dean, Andrew Ng (Stanford)NASelf-pacedFree
Data Science: Practical Deep Learning in Theano + TensorFlowBeginnerJustin C (Udemy)4.82.5 hours 50
An Introduction To Deep Learning & Computer VisionBeginnerLoony Corn (Udemy)4.52 hours 20
Unsupervised Deep Learning in PythonIntermediateJustin C (Udemy)4.82.5 hours 50
Data Science: Deep Learning in PythonIntermediateJustin C (Udemy)4.63.5 hours 50
Deep Learning: Convolutional Neural Networks in PythonExpertJustin C (Udemy)4.72.5 hours 50
Neural Networks for Machine LearningIntermediateUniversity of Toronto (Coursera)4.9Self-pacedFree
Self-Paced Courses for Deep LearningBeginnerNvidiaNASelf-pacedFree
Deep learning at Oxford 2015IntermediateBrendan Shillingford (Oxford University)NASelf-pacedFree
CS224d: Deep Learning for Natural Language ProcessingIntermediateRichard Socher (Stanford)NASelf-pacedFree
CS231n: Convolutional Neural Networks for Visual RecognitionIntermediateFei-Fei Li, Andrej Karpathy, Justin Johnson (Stanford)NASelf-pacedFree
Neural Networks by Hugo LarochelleIntermediateHugo Larochelle (Université de Sherbrooke)NASelf-pacedFree
A short history and Introducton to Deep LearningBeginnerJohn KaufholdNASelf-pacedFree
NYU Deep Learning courseBeginnerYann LeCun (NYU)NASelf-pacedFree
[Resource] Deeplearning.netNANANANANA
[Resource] A list of Deep learning courses from Machinelearningmastery.comNANANANANA
[Resource] Deep learning resources from KDnuggetsNANANANANA

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