DEEP LEARNING

These codes are exercise and not optimized too much, the focus is to understand the concepts.

• Lecture 1:
  • Exercise 2 - DONE
  • Exercise 3 - DONE
  • Exercise 4 - DONE
  • Exercise 5 - DONE
  • Exercise 6 - DONE
  • Exercise 7 - DONE
• Lecture 2:
  • Exercise 1 - DONE
  • Exercise 2 - DONE
  • Exercise 3 - DONE
  • Exercise 4 - DONE
  • Exercise 5 - DONE
  • Exercise 6 - DONE
  • Exercise 7 - DONE
  • Exercise 8 - DONE
• Lecture 3:
  • Exercise 1 - DONE
  • Exercise 2 - DONE
  • Exercise 3 - DONE
• Lecture 4:
  • Exercise 1 - DONE
  • Exercise 2 - DONE
• Lecture 5:
  • Exercise 1 - DONE
  • Exercise 2 - DONE
• Lecture 6:
  • Exercise 1 - DONE
  • Exercise 2 - DONE
• Lecture 7:
  • Exercise 1 - DONE
  • Exercise 2 - DONE
• Lecture 8:
  • Exercise 1 - DONE
  • Exercise 2 - DONE

Project

Binary classification of mushroom in edible and poisonous, thought the following properities:

1. Cap diameter
2. Cap shape
3. Gill attachment
4. Gill color
5. Stem height
6. Stem width
7. Stem color
8. Season

Focussing on optimization and evaluation of the model.