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DEEP LEARNING(NPTEL) (BACKPROPOGATION AND GRADIENT DESCENT (WEEK 2-4),…
DEEP LEARNING(NPTEL)
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AUTOENCODERS(WEEK-6,PART-1 | WEEK-7,PART-2)
NECESSARY FOR PRACTICAL IMPLEMENTATION(Parameters, errors etc. WEEK-7) | BATCH NORMALIZATION (WEEK-8)
skip gram model, word2vec (WEEK-9)
CNN, RESNETs, Imagenets (WEEK-10)
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ENCODER, DECODER (WEEK-12)
JOINT DISTRIBUTIONS, RBM(WEEK-3, PART 2), MARKOV CHAINS(WEEK-4,5, PART 2)
MADE(WEEK-7,PART 2) | GAN(WEEK-8, PART 2)
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