7. Natural Language Processing & Speech Recognition
Learn with Mayank Kashyap
7 modules
Hindi
Lifetime access
Master NLP and Speech Recognition technologies for effective communication and interaction with machines.
Overview
This course covers the fundamentals of Natural Language Processing (NLP) and Speech Recognition technologies, exploring how computers can understand and generate human language effectively. It delves into various NLP techniques, such as tokenization, POS tagging, sentiment analysis, and more, along with speech recognition concepts like ASR and TTS.
Key Highlights
Fundamentals of NLP
Speech Recognition Technologies
Tokenization and POS Tagging
Sentiment Analysis
Automatic Speech Recognition (ASR)
Text-to-Speech (TTS) Systems
What you will learn
Comprehensive understanding of NLP techniques
Learn how to process and analyze human language using algorithms and models for various NLP tasks.
Hands-on experience with Speech Recognition tools
Explore the world of speech-to-text and text-to-speech technologies, enabling seamless interaction with machines through voice.
Practical applications in AI and chatbots
Discover how NLP and Speech Recognition empower AI applications, chatbots, and virtual assistants for real-world scenarios.
Modules
Introduction to Natural Language Processing
3 attachments
Definition and scope of NLP
Coming Soon
Applications of NLP
Coming Soon
Challenges in NLP
Coming Soon
Text Preprocessing
3 attachments
Tokenization
Coming Soon
Stopword removal
Coming Soon
Stemming and Lemmatization
Coming Soon
Language Modeling
3 attachments
N-gram models
Coming Soon
Language modeling techniques
Coming Soon
Evaluating language models
Coming Soon
Speech Recognition
3 attachments
Acoustic modeling
Coming Soon
Language modeling for speech recognition
Coming Soon
Speech recognition algorithms
Coming Soon
Natural Language Understanding
3 attachments
Syntax and parsing
Coming Soon
Semantic analysis
Coming Soon
Named entity recognition
Coming Soon
Machine Learning for NLP
3 attachments
Supervised learning in NLP
Coming Soon
Unsupervised learning in NLP
Coming Soon
Deep learning for NLP
Coming Soon
Applications of NLP and Speech Recognition
3 attachments
Sentiment analysis
Coming Soon
Machine translation
Coming Soon
Speech-to-text systems
Coming Soon
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Can I interact with the instructor during the course?
Absolutely! we are committed to providing an engaging and interactive learning experience. You will have opportunities to interact with them through our community. Take full advantage to enhance your understanding and gain insights directly from the expert.
About the creator
Learn with Mayank Kashyap
Mayank Kashyap is a passionate educator dedicated to empowering learners through comprehensive and in-depth knowledge. At 23 years old, Mayank brings a unique blend of technical expertise and a keen interest in a diverse range of subjects, including computer science, artificial intelligence, philosophy, psychology, and Big History.
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