Wednesday 20 June 2018
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7 months ago

Sk Reddy at AI Frontiers: Natural Language Processing Training


Natural Language Processing Instructor: S K Reddy Natural Language Processing (NLP) has made tremendous progress in processing text in the recent past. Question-answering, topic modeling, summarization, sentiment analyses, spam email detection, auto-response to emails, medical diagnosis, are few of the many problems that are being solved using NLP. Objectives of this training session: (i) Novices: Introduce NLP. (ii) Intermediate: Enhance the insights into NLP and sub topics. (iii) Experts: Sharpen the skills in NLP sub topics like summarization, QA and language translation. Agenda: (1) ML and NLP fundamentals. (2) Neural networks, RNN, LSTMs, GRUs. (3) Question answering, topic modeling, sentiment analysis, summarization and translation. (4) NLP frameworks. Intro to Tensorflow, Keras, Caffe. (5) Word embeddings, word2vec, glove, language modeling. (6) Hands-on exercise on an NLP problem, download a dataset and implement the model. (7) Define next steps to continue NLP learning.

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هذه الصفحة هي مجرد قاریء تلقائي للأخبار باستخدام خدمة الـ RSS و بأن نشر هذه الأخبار هنا لاتعني تأییدها علی الإطلاق.
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