- Generative Models
- Discriminative Models
Distribution Types:
- Bernoulli Distribution
- Multinomial Distribution
- Gaussian Distribution
Applications:
- Spam Filter
- Marketing Promotions
- Sentiment Analysis
Posts:
- Tutorial: webel od – Intro to Kernel Density Estimation (KDE)
- Tutorial: Nick Pentreath – Feature Hashing for Scalable Machine Learning
- Tutorial: Machine Learning TV – NLP: Understanding the N-gram language models
- Tutorial: Lovelyn Rose – Naive Bayes Variant – Bernoulli Naive Bayes
- Tutorial: Dan Jurafsky – Multinomial Naive Bayes A Worked Example
- Tutorial: Python Engineer – Naive Bayes in Python
- Tutorial: StatQuest – Gaussian Naive Bayes
- Tutorial: StatQuest – Naive Bayes
- Tutorial: Simplilearn – Naive Bayes