Curriculum
- 5 Sections
- 20 Lessons
- 10 Weeks
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- Introduction to NLPIn this foundational module, you'll gain a deep understanding of what NLP is and why it's crucial in today's technology-driven world. You'll explore the history, applications, and ethical considerations in NLP.4
- Text Preprocessing and Feature EngineeringDive into the nuts and bolts of NLP as you learn how to prepare and transform text data for analysis and modeling. This module covers techniques like tokenization, stemming, and feature extraction.4
- NLP Models and AlgorithmsExplore the core NLP algorithms and models that power language understanding and generation. From sentiment analysis to named entity recognition, this module delves deep into practical NLP applications.4
- Advanced NLP TechniquesTake your NLP skills to the next level with advanced topics such as sequence-to-sequence models, neural language models, and deep learning for NLP. This module will empower you to tackle complex language tasks.4
- NLP in PracticePut your knowledge to work by applying NLP to real-world projects. You'll learn how to build chatbots, analyze social media data, and work on language translation tasks. This hands-on module will prepare you for NLP challenges in the professional world.4
Language Translation with NLP
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