NLP Deep Dive course on youtube (18 video lectures)
2025/01/07
再生時間： 13 分
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NLP Deep Dive course on youtube (18 video lectures)

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サマリー
Muammar Lone's book is a comprehensive guide to Natural Language Processing (NLP), covering its history, core principles, and applications. It explores various NLP techniques, from rule-based systems to deep learning models like BERT and GPT. The text details challenges in NLP, such as ambiguity and linguistic variability, and offers solutions. Furthermore, it examines real-world applications in areas like sentiment analysis, machine translation, and healthcare, while addressing ethical considerations and future directions in the field. Finally, it provides practical guidance on building and deploying NLP pipelines, including data preparation, model selection, and evaluation.
It is complemented by an 18 + 6 = 24 video lectures course. 6 overview level and 18 deep dive to add significant value in your learning journey.
Like, Share and collaborate in community to increase your potential with collaborative learning and also, passing on this valuable resource to others.

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あらすじ・解説

Muammar Lone's book is a comprehensive guide to Natural Language Processing (NLP), covering its history, core principles, and applications. It explores various NLP techniques, from rule-based systems to deep learning models like BERT and GPT. The text details challenges in NLP, such as ambiguity and linguistic variability, and offers solutions. Furthermore, it examines real-world applications in areas like sentiment analysis, machine translation, and healthcare, while addressing ethical considerations and future directions in the field. Finally, it provides practical guidance on building and deploying NLP pipelines, including data preparation, model selection, and evaluation.

It is complemented by an 18 + 6 = 24 video lectures course. 6 overview level and 18 deep dive to add significant value in your learning journey.
Like, Share and collaborate in community to increase your potential with collaborative learning and also, passing on this valuable resource to others.

続きを読む一部表示