Step 1: TheoryResearch Paper
Efficient Estimation of Word Representations
Study the core concepts and background material for this learning item.
Step 2: PracticeKaggle Workbook
Word Vectors Exercise
Solve the challenges and apply your knowledge interactively.
Medium20 min estimated study
Overview
Measure semantic distances using multi-dimensional word2vec matrices.
Learning Objectives
- Query cosine similarity matches
- Apply vector math to words
Prerequisites
Item #70Text Classification Pipelines
LockedTracking Control
Completion Reward+200 XP
Study Checklist
Studied theory resource
Completed practice exercise