구글머신러닝부트캠프 (2021.08.06~current)
1. Deep Learning Specialization Course 수료 1. ML Certificate 1. Kaggle Project 1. Weekly Meetup
| Week | 시작일 | 마감일 | 강좌 |
|---|---|---|---|
| 1 | 2021/08/06 | 2021/08/16 | 1st course: Neural Networks and Deep Learning ▪ Introduction to deep learning ▪ Neural Networks Basics |
| 2 | 2021/08/16 | 2021/08/23 | 1st course: Neural Networks and Deep Learning ▪ Shallow neural networks ▪ Deep neural networks |
| 3 | 2021/08/23 | 2021/08/30 | 2nd course: Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization ▪ Practical aspects of Deep Learning |
| 4 | 2021/08/30 | 2021/09/06 | 2nd course: Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization ▪ Optimization algorithms ▪ Hyperparameter tuning, Batch Normalization and Programming Frameworks |
| 5 | 2021/09/06 | 2021/09/13 | 3rd course: Structuring Machine Learning Projects ▪ ML Strategy(1) ▪ ML Strategy(2) 4th course: Convolutional Neural Networks ▪ Foundations of Convolutional Neural Networks |
| 6 | 2021/09/13 | 2021/09/20 | 4th course: Convolutional Neural Networks ▪ Deep convolutional models: case studies ▪ Object Detection |
| 7 | 2021/09/20 | 2021/09/27 | 4th course: Convolutional Neural Networks ▪ Special applications: Face recognition & Neural style transfer ▪ Recurrent Neural Networks |
| 8 | 2021/09/27 | 2021/10/04 | 5th course: Sequence Models ▪ Natural Language Processing & Word Embeddings ▪ Sequence models & Attention mechanism ▪ Transformers |
GCP Professional Data Engineer certification
GCP Professional ML Engineer certification