2019-04-01

- A Road Map
- Corpus and model
- Parameters
- Window
- Iterations
- Vectors: a first look
- Cosine Similarity: What is a cosine anyway?
- Cosine Similarity
- Querying
- Clustering
- Clusters: an example
- Vector Math 1
- Vector Math 2
- Validation
- Circling back: another look at vectors
- Words as vectors
- Negative Sampling
- Embedding!
- The word vector process: Data preparation
- The word vector process: Training the model
- The word vector process: Iteration and refinement
- The word vector process: Querying and research
- Tools for word embedding models
- Discussion and questions