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Coursera - Natural Language Processing Specialization
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 4 Months (6 hours/week) | Size: 2 GB
Break into the NLP space. Master cutting-edge NLP techniques through four hands-on courses!
WHAT YOU WILL LEARN
Use logistic regression, naïve Bayes, and word vectors to implement sentiment analysis, complete analogies & translate words
Use dynamic programming, hidden Markov models, and word embeddings to implement autocorrect, autocomplete & identify part-of-speech tags for words
Use recurrent neural networks, LSTMs, GRUs & Siamese network in TensorFlow & Trax for sentiment analysis, text generation & named entity recognition
Use encoder-decoder, causal, & self-attention to machine translate complete sentences, summarize text, build chatbots & question-answering
SKILLS YOU WILL GAIN
Sentiment Analysis
Siamese Networks
Hidden Markov Model
Transformers
Attention Models
Machine Translation
Word Embeddings
Locality-Sensitive Hashing
Vector Space Models
Word2vec
Parts-of-Speech Tagging
N-gram Language Models
Homepage
https://www.coursera.org/specializations/natural-language-processing
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