Skill

Classify Data with the Naive Bayes Algorithm

with Jonathan Barrios

  • 7 videos
  • 48 mins
Join Jonathan Barrios as we learn to leverage semi-supervised and heuristic techniques for image-processing models.
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Jonathan Barrios
Jonathan Barrios
Trainer

Skill Outline

  1. 1. Introduction (4:57)
  2. 2. Bayes' Theorem (8:59)
  3. 3. Naive Bayes: The "Naive" Part (5:23)
  4. 4. Naive Bayes: Iris Dataset (0:01)
  5. 5. Naive Bayes: On the Iris Dataset (9:21)
  6. 6. Naive Bayes: On the Titanic Dataset (6:28)
  7. 7. Naive Bayes: Generative Vs. Discriminative (0:01)
  8. 8. Naive Bayes: Zero Frequency Problem (7:05)
  9. 9. Identify When Zero Frequency Might Be a Problem (0:02)
  10. 10. Handling Continuous, High-Dimensional, and Missing Data (4:43)
  11. 11. CHALLENGE 🎉 (1:05)

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