Youtor
Word2Vec Skipgram and CBOW
>> YOUR LINK HERE: ___ http://youtube.com/watch?v=UqRCEmrv1gQ
#Word2Vec #SkipGram #CBOW #DeepLearning • Word2Vec is a very popular algorithm for generating word embeddings. It preserves word relationships and is used with a lot of Deep Learning applications. • In this video we will learn about the working of word2vec and word embeddings. We will also learn about Skipgram and Continuous bag of words (CBOW ) which help in generating word2vec embeddings. • Word2Vec coupled with RNNs and CNNs are also used in building chatbots. They have lots of other use cases too. • • Introduction: (0:00) • Why use word embeddings?: (0:14) • What is Word2vec?: (0:42) • Working of Word2vec?: (1:58) • CBOW and skipgram?: (2:48) • CBOW working ?: (3:36) • skip gram working ?: (5:32)
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