첫째 주

6/12(할당 첫날)

비즈니스 소개

등록github

기계 학습

Python

%matplotlib inline
import matplotlib.pyplot as plt
import numpy as np

x = np.arange(0,10,0.1)
y = np.sin(x)
plt.plot(x,y)

6/13

scikit-learn

6/14

tensorflow

Deep Neural Network

6/15

keras

Autoencoder

Anomaly Detection

6/16

Convolutional Neural Network

Transfer Learning

Normalization

Image Recognition

둘째 주

6/19

Keras

6/20

Keras

6/21

Keras

Model Compression

6/22

Keras

Similarity Learning

6/23

Object Detection

셋째 주

6/26

Semantic Segmentation

Recurrent Neural Networks

Neural Machine Translation

Image Caption Generation

Keras

6/27

Natural Language Processing

6/28

Generative Models

Adversarial Examples

6/29

Generative Models

6/30

Understanding CNN

Neural Style Transfer

7/3

Reinforcement Learning

7/12 이후

Reinforcement Learning

NN w/ External Memory

Meta Learning

One-Shot Learning

Semi-Supervised Learning

Self-Driving Cars

Robotics