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NLP Deep Dive course on youtube (18 video lectures)
Manage episode 459744804 series 3629276
المحتوى المقدم من Muammar Lone. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Muammar Lone أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
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.
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