Hellow guys, Welcome to my website, and you are watching Word Embedding and Word2Vec, Clearly Explained!!!. and this vIdeo is uploaded by StatQuest with Josh Starmer at 2023-03-12T21:00:23-07:00. We are pramote this video only for entertainment and educational perpose only. So, I hop you like our website.
| Name | Word Embedding and Word2Vec, Clearly Explained!!! |
| Video Uploader | Video From StatQuest with Josh Starmer |
| Upload Date | This Video Uploaded At 13-03-2023 04:00:23 |
| Video Discription | Words are great, but if we want to use them as input to a neural network, we have to convert them to numbers. One of the most popular methods for assigning numbers to words is to use a Neural Network to create Word Embeddings. In this StatQuest, we go through the steps required to create Word Embeddings, and show how we can visualize and validate them. We then talk about one of the most popular Word Embedding tools, word2vec. BAM!!! Note, this StatQuest assumes that you are already familiar with... The Basics of how Neural Networks Work: https://youtu.be/CqOfi41LfDw The Basics of how Backpropagation Works: https://youtu.be/IN2XmBhILt4 How the Softmax function works: https://youtu.be/KpKog-L9veg How Cross Entropy works: https://youtu.be/6ArSys5qHAU If you'd like to support StatQuest, please consider... Patreon: https://www.patreon.com/statquest ...or... YouTube Membership: https://www.youtube.com/channel/UCtYLUTtgS3k1Fg4y5tAhLbw/join ...buying my book, a study guide, a t-shirt or hoodie, or a song from the StatQuest store... https://statquest.org/statquest-store/ ...or just donating to StatQuest! https://www.paypal.me/statquest Lastly, if you want to keep up with me as I research and create new StatQuests, follow me on twitter: https://twitter.com/joshuastarmer 0:00 Awesome song and introduction 4:25 Building a Neural Network to do Word Embedding 8:18 Visualizing and Validating the Word Embedding 10:42 Summary of Main Ideas 11:44 word2vec 13:36 Speeding up training with Negative Sampling #StatQuest #word2vec |
| Category | Education |
| Tags | Josh Starmer | StatQuest | Machine Learning | Statistics | Data Science |
