<h2 id="heading-machine-learning-algorithms-are-divided-into-three-categories">Machine Learning Algorithms are divided into Three Categories :</h2>
<h3 id="heading-1-classification">1. Classification</h3>
<ul>
<li><p>Decision Tree</p>
</li>
<li><p>Naive Bayes</p>
</li>
<li><p>K-nearest Neighbors</p>
</li>
<li><p>Support Vector Machine</p>
</li>
<li><p>Passive Aggressive Classifier</p>
</li>
</ul>
<h3 id="heading-2-clustering">2. Clustering</h3>
<ul>
<li><p>K Means Clustering</p>
</li>
<li><p>DBSCAN Clustering</p>
</li>
<li><p>Agglomerative Clustering</p>
</li>
<li><p>BIRCH Clustering</p>
</li>
<li><p>Affinity Clustering</p>
</li>
<li><p>Spectral Clustering</p>
</li>
</ul>
<h3 id="heading-3-regression">3. Regression</h3>
<ul>
<li><p>Linear Regression</p>
</li>
<li><p>Logistic Regression</p>
</li>
<li><p>Decision Tree Regression</p>
</li>
<li><p>Random Forest</p>
</li>
<li><p>Ridge Regression</p>
</li>
<li><p>Lasso Regression</p>
</li>
<li><p>Passive Aggressive Regression</p>
</li>
</ul>


## Machine Learning Algorithms are divided into Three Categories : 

### 1. Classification 

- Decision Tree

- Naive Bayes

- K-nearest Neighbors

- Support Vector Machine

- Passive Aggressive Classifier


### 2. Clustering 

- K Means Clustering

- DBSCAN Clustering

- Agglomerative Clustering

- BIRCH Clustering

- Affinity Clustering

- Spectral Clustering


### 3. Regression

- Linear Regression

- Logistic Regression

- Decision Tree Regression

- Random Forest

- Ridge Regression

- Lasso Regression

- Passive Aggressive Regression

Machine Learning Algorithms Every Data Scientist Must Know.

ML Algorithm for Data Scientists

Machine Learning Algorithms Every Data Scientist Must Know

Machine Learning Algorithms are divided into Three Categories :

1. Classification

2. Clustering

3. Regression

A Mountain Hiker, Space, and Tech Enthusiast who became a Data Scientist.


Bhagirath's Blog Vision