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Word2Vec Simplified|Word2Vec explained in simple language|CBOW and Skipgrm methods in word2vec
#Word2Vec #UnfoldDataScience
Hello All,
Welcome to Unfold data science KZbin channel. My name is Aman and I am a data scientist.
About this video:
In this video, I explain the word2vec concept in detail. In this video, I talk about how Word2Vec works using skipgram and CBOW methods. I also explain how internally word embedding works and what are the benefits of word embedding. I explain in detail how embedding takes place and why it is so important in Natural language processing.Below questions are answered in this video:
1. How Word2vec works using skip gram and CBOW
2. What is Word2Vec
3. What is word embedding
4. Methods of word embedding
5. Continuous bag of words in Word2Vec
6. Skipgram in Word2Vec
About Unfold Data science: This channel is to help people understand basics of data science through simple examples in easy way. Anybody without having prior knowledge of computer programming or statistics or machine learning and artificial intelligence can get an understanding of data science at high level through this channel. The videos uploaded will not be very technical in nature and hence it can be easily grasped by viewers from different background as well.
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