MLOps Ȱ,
ӽŷ ȭ ǿ ̵!
ó ̾ AI IT о ƴ϶ , , , , ݵü, ڵ, ǰ о߿ ʼ ҷ νĵǾ Եǰ ִ. ̷ ̾ AI Ʈ ٽɿ MLOps ִ.
å Ͻ ȯ濡 ӽŷ ǹ ϴ м Ǵ IT ڵ Ѵ. MLOps ο ̶ Ͽ, MLOps ȯ ϱ ̵ ֵ ӽŷ 9() ̽ ̽ IJϰ ٷ.
MLOps ٽ : MLOps ϱ Ģ , ذڵ Ұ å
MLOps : ӽŷ ֱ ټ ܰ迡 MLOps μ ϴ Ұ
MLOps : MLOps ¿ ǹ̸ ֵ ǥ Ͻ Ȱ ʵ
PART 1 MLOps ʿ伺
CHAPTER 1 ̰ ΰ
1.1 MLOps ϱ
1.2 ũ 氨ϱ MLOps
1.3 Ȯ MLOps
1.4 ġ
CHAPTER 2 MLOps ذڵ
2.1
2.2
2.3 Ͼ
2.4 Ʈ Ͼ
2.5 DevOps
2.6 ũ /
2.7 ӽŷ ŰƮ
2.8 ġ
CHAPTER 3 MLOps ٽ
3.1 ӽŷ Թ
3.2
3.3 ǰȭ
3.4
3.5 ݺ ֱ
3.6 Źͽ
3.7 ġ
PART 2 MLOps
CHAPTER 4
4.1 ӽŷ ̶?
4.2 Ž
4.3 Ư Ͼ Ư
4.4
4.5
4.6 ɼ
4.7 ġ
CHAPTER 5 ȭ غ
5.1 ȯ
5.2 ũ
5.3 ӽŷ ǰ
5.4 Ʈ ٽ
5.5 ɼ ɼ
5.6 ӽŷ
5.7 ũ 氨
5.8 ġ
CHAPTER 6
6.1 CI/CD
6.2 ӽŷ ƼƮ
6.3
6.4 ̳ȭ
6.5 Ȯ
6.6 䱸װ
6.7 ġ
CHAPTER 7 ǵ
7.1 нѾ ұ?
7.2
7.3 帮Ʈ
7.4 ǵ
7.5 ġ
CHAPTER 8 Źͽ
8.1 Źͽ ʿ ϴ°?
8.2 ũ ؿ Źͽ ߱
8.3 MLOps Źͽ ֵϴ
8.4 AI ֽ
8.5 å ִ AI
8.6 å ִ AI ٽ
8.7 MLOps Źͽ ø
8.8 ġ
PART 3 MLOps
CHAPTER 9 Һ ſ ũ
9.1 : Ͻ Ȱ
9.2
9.3 ⼺
9.4 ȭ غ
9.5
9.6 ġ
CHAPTER 10 õ
10.1 õ ݶ
10.2 غ
10.3
10.4 н
10.5
10.6 ǵ
10.7 ġ
CHAPTER 11 Һ
11.1 ý
11.2
11.3 : ӽŷΰ, ӽŷ ƴѰ?
11.4 ð ػ
11.5
11.6
11.7
11.8
11.9 ġ
ãƺ