Artificial Intelligence and Data Science
Syllabus - AI & ML
Artificial Intelligence Fundamentals
Machine Learning with Python
Deep Learning & Neural Networks
Data Science with Python
Data Analytics using Python
Data Visualization using Power BI
Data Visualization using Tableau
Advanced Excel for Data Analysis
Generative AI Applications
Natural Language Processing (NLP)
Computer Vision using OpenCV
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10. Natural Language Processing (NLP) (30 Hours)
Module 1: NLP Basics (4 Hours)
- Language processing concepts
- NLP applications
Module 2: Text Processing (6 Hours)
- Tokenization
- Stop words removal
Module 3: Text Representation (8 Hours)
- Bag of Words
- TF-IDF
Module 4: NLP Models (8 Hours)
- Sentiment analysis
- Text classification
Mini Project (4 Hours)
- Sentiment analysis system