Deep Learning Foundations Natural Language Processing with TensorFlow
Deep Learning Foundations Natural Language Processing with TensorFlow
Electronic Video - 2021
Learn foundational deep learning techniques to classify, predict, and generate text using different neural networks.
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| Соавтор: | |
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| Другие авторы: | |
| Формат: | Электронный ресурс Видеозапись |
| Язык: | English |
| Опубликовано: |
Carpenteria, CA
linkedin.com,
2021.
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| Предметы: | |
| Online-ссылка: | View course details on linkedin.com/learning |
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| 100 | 1 | |a Tyagi, Harshit |e speaker. | |
| 245 | 1 | 0 | |a Deep Learning Foundations: Natural Language Processing with TensorFlow. |c with Harshit Tyagi |
| 264 | 1 | |a Carpenteria, CA |b linkedin.com, |c 2021. | |
| 306 | |a 01h:47m:32s | ||
| 337 | |a computer |2 rdamedia | ||
| 338 | |a online resource |2 rdacarrier | ||
| 500 | |a 4/19/202112:00:00AM | ||
| 520 | |a Learn foundational deep learning techniques to classify, predict, and generate text using different neural networks. | ||
| 511 | 1 | |a Presenter: Harshit Tyagi | |
| 520 | |a There is a growing demand to harness the power of natural language processing (NLP) and deep learning models to be able to make sense of textual data and reduce the emotional intervention of humans in order to make better decisions. In this course, instructor Harshit Tyagi provides a complete guide to understanding NLP using recurrent neural networks (RNNs). Harshit begins by introducing you to word encodings and using TensorFlow for tokenization. He describes the important concept of word embeddings and shows you how to use TensorFlow to classify movie reviews and project vectors. Harshit discusses RNNs and long short-term memory (LSTM), then shows you how to improve the movie review classifier from earlier in the course. He concludes with a discussion of how you can train RNNs to predict the next word in a sentence, which in turn allows you to generate some original text. | ||
| 538 | |a Latest version of the following browsers: Chrome, Safari, Firefox, or Internet Explorer. Adobe Flash Player Plugin. JavaScript and cookies must be enabled. A broadband Internet connection. | ||
| 655 | 4 | |a Instructional films. |2 lcgft | |
| 655 | 4 | |a Educational films. |2 lcgft | |
| 710 | 2 | |a linkedin.com (Firm) | |
| 856 | 4 | 0 | |u https://www.linkedin.com/learning/deep-learning-foundations-natural-language-processing-with-tensorflow?u=95224889&auth=true |z View course details on linkedin.com/learning |
| 092 | |a ONLINE CLASS | ||