Natural Language Processing Specialization

[LeeAndro]

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!

Use logistic regression, naïve Bayes, and word vectors to implement sennt 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 sennt analysis, text generation & named entity recognition

Use encoder-decoder, causal, & self-attention to machine translate complete sentences, summarize text, build chatbots & question-answering

Sennt 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



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