Introduce Bayesian network
![](https://static.wixstatic.com/media/64c52b_593220cf31114e908abf97fb4064dec4~mv2.jpg/v1/fill/w_600,h_300,al_c,q_80,enc_auto/64c52b_593220cf31114e908abf97fb4064dec4~mv2.jpg)
(*Source: Stefan Conrady - Bayesian Network Presentation)
![](https://static.wixstatic.com/media/64c52b_5a6f9dbb6eb04c6293393ac739226d6f~mv2.png/v1/fill/w_425,h_302,al_c,q_85,enc_auto/64c52b_5a6f9dbb6eb04c6293393ac739226d6f~mv2.png)
1. Human and machine
![](https://static.wixstatic.com/media/64c52b_8653394ca6e749ae8ab6b217a38d526d~mv2.png/v1/fill/w_631,h_402,al_c,q_85,enc_auto/64c52b_8653394ca6e749ae8ab6b217a38d526d~mv2.png)
(*Source: Stefan Conrady - Bayesian Network Presentation)
2. Compact the joint probability
![](https://static.wixstatic.com/media/64c52b_d96c1e2094684e1fbd49bbcb3eb64f50~mv2.png/v1/fill/w_358,h_229,al_c,q_85,enc_auto/64c52b_d96c1e2094684e1fbd49bbcb3eb64f50~mv2.png)
3. Formula visualization
![](https://static.wixstatic.com/media/64c52b_5e3739bd21624ccba73559babb286beb~mv2.png/v1/fill/w_359,h_145,al_c,q_85,enc_auto/64c52b_5e3739bd21624ccba73559babb286beb~mv2.png)
4. The curse of Dimensionality
![](https://static.wixstatic.com/media/64c52b_989d4ead42fe4352b8c94e31d462c578~mv2.png/v1/fill/w_566,h_372,al_c,q_85,enc_auto/64c52b_989d4ead42fe4352b8c94e31d462c578~mv2.png)
![](https://static.wixstatic.com/media/64c52b_7eaa33db57064c6283b8c8bb5240d32f~mv2.png/v1/fill/w_172,h_42,al_c,q_85,enc_auto/64c52b_7eaa33db57064c6283b8c8bb5240d32f~mv2.png)
![](https://static.wixstatic.com/media/64c52b_e3736b05e7fa402dbe74635dc2f58810~mv2.png/v1/fill/w_217,h_43,al_c,q_85,enc_auto/64c52b_e3736b05e7fa402dbe74635dc2f58810~mv2.png)
![](https://static.wixstatic.com/media/64c52b_1b68669083ec42ed961f988aa4cbe3c7~mv2.png/v1/fill/w_473,h_45,al_c,q_85,enc_auto/64c52b_1b68669083ec42ed961f988aa4cbe3c7~mv2.png)
![](https://static.wixstatic.com/media/64c52b_df020b7f86f74b0a85c5b43983e4c13e~mv2.png/v1/fill/w_118,h_47,al_c,q_85,enc_auto/64c52b_df020b7f86f74b0a85c5b43983e4c13e~mv2.png)
![](https://static.wixstatic.com/media/64c52b_396bd517c60d4187bccd9aea0dbbe9fd~mv2.png/v1/fill/w_369,h_60,al_c,q_85,enc_auto/64c52b_396bd517c60d4187bccd9aea0dbbe9fd~mv2.png)
5. Casual and Observational inference
![](https://static.wixstatic.com/media/64c52b_21dfe5396d2746d49786d5724c2c5d66~mv2.png/v1/fill/w_425,h_302,al_c,q_85,enc_auto/64c52b_21dfe5396d2746d49786d5724c2c5d66~mv2.png)
![](https://static.wixstatic.com/media/64c52b_c09a98440a0e433f95b71fa46a00bc71~mv2.png/v1/fill/w_721,h_319,al_c,q_85,enc_auto/64c52b_c09a98440a0e433f95b71fa46a00bc71~mv2.png)
(*Source: Stefan Conrady - Bayesian Network Presentation)
![](https://static.wixstatic.com/media/64c52b_935416dd6cd8428a89452b8f62d79666~mv2.png/v1/fill/w_695,h_261,al_c,q_85,enc_auto/64c52b_935416dd6cd8428a89452b8f62d79666~mv2.png)
(*Source: Stefan Conrady - Bayesian Network Presentation)
![](https://static.wixstatic.com/media/64c52b_cf141066a6ce49368e2f0309e6fded25~mv2.png/v1/fill/w_272,h_61,al_c,q_85,enc_auto/64c52b_cf141066a6ce49368e2f0309e6fded25~mv2.png)
![](https://static.wixstatic.com/media/64c52b_7bdc34ffc25d4fc2ab4431d3d166f2c7~mv2.png/v1/fill/w_388,h_161,al_c,q_85,enc_auto/64c52b_7bdc34ffc25d4fc2ab4431d3d166f2c7~mv2.png)