Mastering NLP -Everything you'll ever Need
Published 7/2025
Duration: 19h 33m | .MP4 1920x1080 30 fps(r) | AAC, 44100 Hz, 2ch | 7.97 GB
Genre: eLearning | Language: English
Published 7/2025
Duration: 19h 33m | .MP4 1920x1080 30 fps(r) | AAC, 44100 Hz, 2ch | 7.97 GB
Genre: eLearning | Language: English
Question Answering, Topic Modeling, LDA, Text Summarization, Machine Translation, Information Extraction, Chatbot App
What you'll learn
- NATURAL LANGUAGE PROCESSING
- TEXT File processing
- LARGE LANGUAGE MODEL
- Test based Deep Learning
- RNN, LSTM , GAN
- Text Classification
- Sentiment Analysis
- Chatbots
- Fine Tuning
- Question Answering
- Quick Chatbot using LLMs
- Chatbot App Tools
- Information Extraction
- Machine Translation
- Text Summarization
- LDA
- Topic Modeling
- GENSIM
- SPACY
- TEXT PROCESSING
Requirements
- PYTHON
Description
In today's data-driven world, the ability to process and understand natural language is a valuable skill. This comprehensive course is designed to equip you with the knowledge and tools to master the field of Natural Language Processing (NLP) using Deep Learning techniques.
Course Objectives
Gain a solid understanding of the fundamentals of NLP and its applications.
Learn essential text preprocessing techniques for preparing data for ML tasks.
Master the art of text classification, including sentiment analysis and named entity recognition.
Explore the theory and practical implementation of neural networks for NLP tasks.
Dive deep into deep learning architectures like Recurrent Neural Networks (RNNs) and Transformers.
Build real-world NLP applications, such as question-answering systems, topic modeling, and text summarization.
Understand the principles of generative AI and its applications in NLP.
Why Choose This Course?
Comprehensive Coverage:This course covers a wide range of NLP topics, from foundational concepts to advanced techniques.
Hands-On Learning:Engage in numerous practical projects to reinforce your understanding and build a strong portfolio.
Expert Guidance:Learn from experienced instructors with deep expertise in NLP and Deep Learning.
Career Advancement:NLP skills are highly sought after in various industries, including tech, finance, and healthcare.
Enroll today and embark on a journey to become a NLP Expert!
Who this course is for:
- Beginner ML practitioners eager to learn NLP
- Python Developers
- Data Scientists
More Info