Practical Machine Learning Adventures
A selection of machine learning projects
Claim Classification
1. Classifying Claims - Defining the Problem
2. Classifying Claims - Preparing the Data
3. Classifying Claims - Spot-Checking Algorithms
4. Classifying Claims - Improving Results
5. Classifying Claims - Reporting Results
6. Bonus Content - Classifying Office Action Text
Title Generation
1. Title Generation - Defining the Problem
2. Title Generation - Exploring the Data
3. Title Generation - Initial Model
4A. Title Generation - Developing the Model - Embeddings
4B. Title Generation - Developing the Model - Attention
4C. Title Generation - Developing the Model - Beam Search
Tweet2Bible
1. Tweet2Bible - Defining the Problem
2. Tweet2Bible - Exploring the Data
3. Tweet2Bible - Comparing Similarity Measures
