Natural Language Processing
Certification by GRADSKEY
- Foundation
- Medium
- Certificate
Natural Language Processing
Syllabus
65 hours of intractive online class.
Module 1: NLP Foundation (6 Hours) |
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Introduction to NLP |
Text Processing |
Applications |
Module 2: Python for NLP(8 Hours) |
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NLTK |
SpaCy |
Regex |
Module 3: Text Processing(10 Hours) |
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Tokenization |
Stemming |
Lemmation, Stop words |
Module 4: Feature Engineering(8 Hours) |
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Bag of words |
TF-IDF |
Word Embeddings |
Module 5: NLP Models(10 Hours) |
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Sentiment analysis |
Text classifications |
Named Entity Recognition |
Module 6: Transformers & LLMs(10 Hours) |
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BERT |
GPT |
Hugging Generators |
Module 7: Speech & Chatbots(10 Hours) |
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Speech recognization |
Chatbot pipeline |
Text Generator |
Module 8: Final Projects(8 Hours) |
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AI Resume Parse |
Chatbot for College |
Voice Assistant |
Instructor
Corporate Instructors
From Premier Companies.
“Instructors are from Corporate – Software Engineers from premium companies, working on the cutting-edge technologies and Java on a day to day basis..”
IIT Mentor
Dr. Ranganathan has done his PhD from Clarkson University, USA. With 25+ years of experience, he is skilled and experienced to ideate, research, implement, lead and build end to end products that use data driven models for providing insights, fault diagnosis, closed loop control actions. His Specialties are: Machine learning, Process Control, algorithm development, Advanced Process Control, Model Predictive Technology, Fault detection and diagnosis, Applied Optimization.
Dr. Ranganathan
Adjunct Professor at IIT Madras, Ex-Fellow at Honeywell
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