01:19:14

중등교사 생성형 AI 마스터 집중 과정 2

01:07:39

중등교사 생성형 AI 마스터 집중 과정 1

30:27

ML Lab 1 2 Model representation

58:00

Create a ReAct Agent from scratch

27:14

Building System 1

21:43

Building System 2

33:20

Building System 3

46:14

LangGraph Simple Example

01:38:00

생성형AI 이해와 교육적활용 2

50:39

생성형AI 이해와 교육적활용 1

43:13

AI Poet Streamlit

28:40

LangChain 6 of 6 Agent

24:43

CoTChain of Thought and ReAct

32:00

LangChain 4 of 6

34:20

LangChain 3 of 6

27:35

LangChain 2 of 6

47:05

LangChain 1 of 6

31:01

Lab 5 2 Softmax

42:15

Prompt Engineering 1 of 7

19:23

Prompt Engineering 5 of 7

15:48

Prompt Engineering 4 of 7

11:41

Prompt Engineering 2 of 7

06:29

Prompt Engineering 3 of 7

15:06

Prompt Engineering 7 of 7

06:39

Prompt Engineering 6 of 7

33:49

lab4 1

29:32

Lab 4 1 Neurons and Layers

32:30

PPO Proximal Policy Optimization

58:36

AI seminar4삼선중학교선생님

22:47

Generative AI 3 of 3

30:02

Generative AI 2 of 3

38:40

Generative AI 1 of 3

30:18

ChatGPT 활용 문제생성

44:04

sbert

40:05

Lab 7 2

38:40

Demystifying AI

39:02

Lab 7 1

33:16

Lab 6 2 Diagnosing Bias and Variance

01:50:24

Smart use of ChatGPT

01:06:02

Lab 6 1 Model Evaluation and Selection

06:48

C2W4L06 Using one hot encoding of categorical features

13:52

C2W4L05 Putting it together

17:47

C2W4L04 Choosing a split Information Gain

10:57

C2W4L03 Measuring Purity

17:43

C2W4L02 Learning Process

10:28

C2W4L01 Decision tree model

08:35

C2W4L13 When to use decision trees

08:16

C2W4L12 XGBoost

10:00

C2W4L11 Random forest algorithm

05:05

C2W4L10 Sampling with replacement

05:27

C2W4L09 Using multiple decision trees

14:00

C2W4L08 Regression Trees

10:45

C2W4L07 Continuous valued features

15:14

C2W3L05 Regularization and bias variance

17:34

C2W3L04 Diagnosing bias and variance

20:20

C2W3L03 Model selection and training cv test sets

18:25

C2W3L02 Evaluating a model

06:06

C2W3L01 Deciding what to try next

11:22

C2W3L14 Full cycle of a machine learning project

15:56

C2W3L13 Transfer learning using data from a different task