# Statistics For Data Science with Python — Probability(7/10)

Probability

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833555480/1DQ_wonve.jpeg)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833557143/fMowlLQ96.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833558904/S_kp-XUg6.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833560769/ats3DsGHJ.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833562574/ywp7I_Whb.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833564061/4v7FJeFuA.png)

### Permutation

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833565590/d4CvhoeGZ.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833566976/iTb_8sCQM.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833568674/MMxVIzPX7.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833570305/ZLT-fZ0Xc.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833571837/00JyW0mqP.png)

### Combination

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833573373/ykBgazLRZ.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833574792/t5leXdB5v.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833576539/87OkpTXQj.png)

### SETs

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833578201/1Xa70Pt89.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833579983/J-f9AZm59.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833581860/oFbFSJipD.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833583512/RmvgFEYi-.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833585170/brLn-dwa2.png)

### Independent Events

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833586780/IWdZVQ8cK.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833588473/vmGKn1bj9.png)

### Conditional Probability

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833590241/9BCZTORso.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833591821/MbElhu7ND.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833593457/IPPz0iPuY.png)

### Bayesians Network

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833594931/8LisGyIIL.gif)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833596295/2MY4tJfTmM.gif)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833597924/r2sxj_d6e.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833599642/EiRufwLnv.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833601459/urvlVAb1Y.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833603310/32hew_G4H.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833604867/m2K1ikRhw.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833606521/VnKnN3H9V.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833608276/wBaENp28Q.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833609908/M3LOCSdYm.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833611656/FcCwZ6pCL.png)

### NAÏVE BAYES

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833613415/YsDuIxPPN.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833615819/oM43e01Bo.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833617578/f0jhfMmmo.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833619130/xxeM3nf2G.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833620905/pOJdY6pxQ.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833622552/JpqXj691P.png)

### Netica Bayseans Network

[**Norsys Software Corp. - Bayes Net Software**  
*makes advanced Bayesian belief network and influence diagram technology practical and affordable. Netica, the world's…*www.norsys.com](https://www.norsys.com/ "https://www.norsys.com/")[](https://www.norsys.com/)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833624360/bXWV3Pck2.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833625821/MaLRcfwHj.png)

<iframe src="https://www.youtube.com/embed/NY332nE67_E?feature=oembed" width="640" height="480" frameborder="0" scrolling="no"></iframe>

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833628727/-lSskBOCm.gif)

### Python Notebook

### Z-Score Table

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833630871/bA2vy_RWc.png)

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1662833633914/pA-k1YHTU.png)