ӽŷ ̲ ְ ħ ټ÷ 2.0 ݿ Ǯ÷ ӽŷס ý Ϸ ݵ ˾ƾ ӽŷ, о ٽ ̷ ϱ Ѵ. Ŷ, ɶ, ټ÷θ ̿ ٷ Ȱ Ʒϰ Ű ϴ ϰ ȳѴ. 帶 ϴ Ǯ Ȯϰ ִ. ӽŷ ؾ ϴٸ, å ΰ ͷ 濡 ģ ̴. ̹ Ⱓ 2 ټ÷ 2 ݿϰ н, ڿ ó, Ű(GAN) ֽ ߰ߴ. Ŷ ټ÷ 2 ɶ ϸ, ڵ嵵 Ʈ ֽ ߴ. 1(ӽŷ) 1 ߰Ǿ, 2(Ű ) ֽ ϰ Ͽ Ǿ. η 2 ߰Ǿ, ð Ǹ ÷ μߴ.
ӽŷ Ʈ. 2013 2016 ۿ Ʃ з ̲. 2002 2012 ISP Wifirst ϰ CTO ߴ. 2001 Polyconseil ϰ CTO ߴ. ȸ Autolib Ѵ. 繫(JP ǰ ҽÿ ), (ij DOD), Ƿ() پ о߿ Ͼ ߴ. C++, WiFi, ͳ б ǻ ƴ.
[PART 1 ӽŷ]CHAPTER 1 Ѵ ӽŷ1.1 ӽŷ̶? 1.2 ӽŷ ϴ°?1.3 ø̼ 1.4 ӽŷ ý 1.5 ӽŷ ֿ 1.6 Ʈ 1.7 CHAPTER 2 ӽŷ Ʈ ó 2.1 ͷ ۾ϱ2.2 ū 2.3 2.4 ظ Ž ðȭ2.5 ӽŷ ˰ غ2.6 ð Ʒ2.7 Ʃ2.8 Ī, , ý 2.9 غ!2.10 CHAPTER 3 з3.1 MNIST 3.2 з Ʒ3.3 3.4 з3.5 м3.6 ̺ з3.7 з3.8 CHAPTER 4 Ʒ4.1 ȸ4.2 ϰ4.3 ȸ4.4 н 4.5 ִ 4.6 ƽ ȸ4.7 CHAPTER 5 Ʈ ӽ5.1 SVM з5.2 SVM з5.3 SVM ȸ5.4 SVM ̷5.5 CHAPTER 6 Ʈ6.1 Ʈ н ðȭ6.2 ϱ6.3 Ŭ Ȯ 6.4 CART Ʒ ˰6.5 6.6 Ҽ Ǵ Ʈ?6.7 Ű6.8 ȸ6.9 Ҿ6.10 CHAPTER 7 ӻ н Ʈ7.1 ǥ з7.2 ̽7.3 ġ 꽺̽7.4 Ʈ7.5 ν7.6 ŷ7.7 CHAPTER 8 8.1 8.2 Ҹ 8.3 PCA8.4 Ŀ PCA8.5 LLE8.6 ٸ 8.7 CHAPTER 9 н9.1 9.2 þ ȥ9.3 [PART 2 Ű ӽŷ]CHAPTER 10 ɶ ΰ Ű Ұ10.1 ΰ 10.2 ɶ ۼƮ ϱ10.3 Ű Ķ Ʃϱ10.4 CHAPTER 11 Ű Ʒϱ11.1 ̵Ʈ ҽǰ 11.2 Ʒõ ϱ11.3 Ƽ11.4 ϱ11.5 ǿ ̵11.6 CHAPTER 12 ټ÷θ Ʒ12.1 ټ÷ Ⱦ12.2 ó ټ÷ ϱ12.3 Ʒ ˰12.4 ټ÷ Լ 12.5 CHAPTER 13 ټ÷ο óϱ13.1 API13.2 TFRecord 13.3 Է Ư ó13.4 TF ȯ13.5 ټ÷ ͼ (TFDS) Ʈ13.6 CHAPTER 14 ռ Ű ǻ 14.1 ð 14.2 ռ 14.3 Ǯ 14.4 CNN 14.5 ɶ ResNet-34 CNN ϱ14.6 ɶ ϴ Ʒõ ϱ14.7 Ʒõ н14.8 з ġ 14.9 ü Ž14.10 øƽ 14.11 CHAPTER 15 RNN CNN óϱ15.1 ȯ ȯ 15.2 RNN Ʒϱ15.3 ð迭 ϱ15.4 ٷ15.5 CHAPTER 16 RNN ټ ڿ ó16.1 Char-RNN ͽǾ ؽƮ ϱ16.2 м16.3 Ű ڴ-ڴ Ʈũ16.4 ټ Ŀ16.5 о ֱ 16.6 CHAPTER 17 ڴ GAN ǥ н н17.1 ȿ ǥ17.2 ҿ ڴ PCA ϱ17.3 ڴ17.4 ռ ڴ17.5 ȯ ڴ17.6 ڴ17.7 ڴ17.8 ڴ17.9 Ű17.10 CHAPTER 18 ȭ н18.1 ȭϱ н18.2 å Ž18.3 OpenAI 18.4 Ű å 18.5 ൿ : ſ Ҵ 18.6 å ̵Ʈ18.7 18.8 ð н 18.9 Q-18.10 Q- ϱ18.11 Q- 18.12 TF-Agents ̺귯18.13 ȭ н ˰18.14 CHAPTER 19 Ը ټ÷ Ʒð 19.1 ټ÷ 19.2 Ǵ Ӻ ġ ϱ19.3 ӵ ̱ GPU ϱ19.4 ġ Ʒϱ19.5 [PART 3 η]η A η B ӽŷ Ʈ üũƮη C SVM ִ η D ڵ ̺ η E ٸ ΰ Ű η F Ư η G ټ÷