| | | Hi Suyog Ahuja, | | | | Your webinar has started. | | | | Topic | | | | Supervised learning - Classification problems | | | | | | | | | | | | About The Speaker | | | | | | Vaibhav Verdhan | | Principal Data Scientist, | | Johnson and Johnson Vision Care Ireland | | | | | | Vaibhav Verdhan is a seasoned data science professional with rich experience spanning across geographies and retail, telecom, manufacturing, health-care and utilities domain. He is a hands-on technical expert and has led multiple ... | | |
| | | | | | Key Takeaways | | | - What are classification supervised learning
- Use cases of supervised learning
- Logistic regression
- Decision tree and ensemble learning
- Bias vs variance tradeoff
- Confusion matrix, ROC, AUC, AIC/BIC
- Implementation using Python
- Choose the best model
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