mission.md

Mission

• 2020-10-16 ~ 2020-12-10
• slack 를 통해 서로 질문, 답변을 하며 스터디 방식으로 진행
• Deep Learning Specialization 수강료 지원

마감 일정

• mission1 : 2020-10-16 ~ 2020-10-22 : 1-1 ~ 1-2
• mission2 : 2020-10-23 ~ 2020-10-29 : 1-3 ~ 1-4
• mission3 : 2020-10-30 ~ 2020-11-05 : 2-1 ~ 2-1
• mission4 : 2020-11-06 ~ 2020-11-12 : 2-2 ~ 2-3
• mission5 : 2020-11-13 ~ 2020-11-19 : 3-1 ~ 4-1
• mission6 : 2020-11-20 ~ 2020-11-26 : 4-2 ~ 4-3
• mission7 : 2020-11-27 ~ 2020-12-03 : 4-3 ~ 5-1
• mission8 : 2020-12-04 ~ 2020-12-10 : 5-2 ~ 5-3

강의 목록

1. 1st course: Neural Networks and Deep Learning
   1. Introduction to deep learning
   2. Neural Networks Basics
   3. Shallow neural networks
   4. Deep Neural Networks
2. 2nd course: Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
   1. Practical aspects of Deep Learning
   2. Optimization algorithms
   3. Hyperparameter tuning, Batch Normalization and Programming Frameworks
3. 3rd course: Structuring Machine Learning Projects
   1. ML Strategy (1)
   2. ML Strategy (2)
4. 4th course: Convolutional Neural Networks
   1. Foundations of Convolutional Neural Networks
   2. Deep convolutional models: case studies
   3. Object detection
   4. Special applications: Face recognition & Neural style transfer
5. 5th course: Sequence Models
   1. Recurrent Neural Networks
   2. Natural Language Processing & Word Embeddings
   3. Sequence models & Attention mechanism