AI-Accelerated Product Development
Introduction to Probabilistic Classifiers
Total time needed:
Provide background to newcomers to NLP about probabilistic classifiers.
Potential Use Cases
The user of this shortlist is someone new to NLP who needs to build a classifier and wants to compare the usefulness of different types of classifiers.
Who is This For ?
Newcomers to machine learning and natural language processing.
Click on each of the following
to see details.
1. Probabilistic Classification
What is probabilistic classification?
2. Probability and Machine Learning? — Part 1- Probabilistic vs Non-Probabilistic Machine Learning Models
What is the difference between probabilistic and non-probabilistic machine learning?
3. Understanding Probabilistic Classifiers
Why do probabilistic classifiers with simplifying assumptions still work?
4. Build a Probabilistic Classification using Scikit-learn | Machine Learning Tutorials | Codegnan
How do you build a probabilistic classifier step-by-step?