README.md

Interview FAQ

1.Python

• python faq

2.Algorithm

3.Machine Learning

• 1.basics
• 2.possibility graph model
• 3.ensemble learning
• 4.loss function
• 5.gradient descent
• 6.cluster learning
• 7.optimization trick
• 8.decoder algorithm
• 9.abnormal detection
• 10.data pre-processing
• 11.model compressing

4.NLP

• 1.NER
• 2.word embedding
• 3.sentence embedding
• 4.keyword extraction
• 5.text classification
• 6.text similarity
• 7.pre-training model
  • transformer
  • bert
• 8.multi-modal

4.1.Conversational Bot

4.2.Graph Neural Network

4.3.Knowledge Graph

• kg faq

4.4.Search and Recommendation

5.Reinforcement Learning