Machine Learning 8
- 07. Machine Learning_Team Project (Stepwise Training for AI-Generated Image Detection)
- 06. Machine Learning_Final Exam Review (Q&A)
- 05. Machine Learning_Training Effectively (Optimizers, Initialization, Normalization, Hyperparameter Search)
- 04. Machine Learning_RNN & LSTM (Time Series Prediction)
- 03. Machine Learning_CNN (Convolution, Pooling, im2col, Transfer Learning)
- 02. Machine Learning_Neural Network Basics (Perceptron, Loss, Gradient Descent, Backprop)
- 01. Machine Learning_NumPy & Pandas (Data Handling and Preprocessing)
- 00. Machine Learning_Deep Learning Overview (State of the Art 2020)