fastai_dl_course_v3.md

Fastai Deep Learning Course: Version 3

Part 1: Dates of Course

• Application Announcement: CLOSED
• Deep Learning Version 3 (Oct 2018 to Dec 2018)
• Class is at the following time:
  • 6:30pm to 9:00pm PST (Pacific Standard Time)
  • 9:30pm to midnight EST
• Class is on the following days:
  • Lecture 1: Mon Oct 22
  • Lecture 2: Tue Oct 30
  • Lecture 3: Thu Nov 8
  • Lecture 4: Tue Nov 13
  • Lecture 5: Mon Nov 19
  • Lecture 6: Tue Nov 27
  • Lecture 7: Wed Dec 12

Forums (Discourse)

• part1-v3
• part1-v3-adv

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Coursework (fastai website)

• [Part 1 v3] (http:https://course.fast.ai) (released xxx)

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Deep Learning: My Lesson Notes

• Lesson 1 Image Recognition
• [Lesson 2] (courses/dl1-v3/lesson_2_1.md) CNNs
• [Lesson 3] (courses/dl1-v3/lesson_3_1.md) Overfitting
• [Lesson 4] (courses/dl1-v3/lesson_4_1.md) Embeddings
• [Lesson 5] (courses/dl1-v3/lesson_5_1.md) NLP
• [Lesson 6] (courses/dl1-v3/lesson_6_1.md) RNNs
• [Lesson 7] (courses/dl1-v3/lesson_7_1.md) CNN Architecture