Word2Vec - Skipgram and CBOW 

#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)