Natural Language Processing Fundamentals - Techniques, Tools, and Applications

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Free Download Natural Language Processing Fundamentals - Techniques, Tools, and Applications
Lisa Becker | Duration: 3:21 h | Video: H264 1920x1080 | Audio: AAC 44,1 kHz 2ch | 1,04 GB | Language: English
This comprehensive course is designed to lay a solid foundation in Natural Language Processing (NLP), a discipline that bridges the gap between human language and computer understanding, and is a cornerstone in the world of data science and artificial intelligence. The ability to analyze and derive meaningful insights from textual data is a highly sought-after skill.
This course serves as a bridge for professionals and students to transition into roles that require NLP expertise. With the help of course instructor and NLP specialist, Lisa Becker, learners will acquire skills such as text analysis and feature engineering. They will work with various language models and understand the underlying technologies which will prepare them to tackle real-world challenges and innovate various sectors including healthcare, finance, e-commerce and beyond. This is not just a skill-enhancement course, but a pathway to unlocking a plethora of opportunities in the rapidly expanding field of AI and machine learning by studying the basics of more traditional NLP techniques as well as the big milestones such as transformers and large language models.
By the end of this course, you will.

• Have a well-rounded understanding of Natural Language Processing, from its linguistic foundations to its latest advancements and applications.
• Acquire hands-on skills in text processing, feature engineering, and the usage of various NLP models, including a deep dive into transformer architectures.
• Be equipped with both theoretical knowledge and practical skills, you will be prepared to apply NLP techniques to real-world problems across diverse industries, while also understanding the ethical implications of this technology.
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