What are the Machine Learning topics and algorithms a beginner should know?

Question

Can you tell me about some ML algorithms which a beginner should know to get a job?

Answer 1

The Machine Learning consists of mainly two types of algorithms ,that helps beginner to understand the working of machine learning algorithms:

 

• Supervised Learning: The algorithm helps the model to infer the  learning under the supervision by providing the labeled data as feed to my model.

 

supervised learning can again be divided into two categories:

• Regression

• Classification

 

• Unsupervised Learning: In unsupervised Learning the machine learns from unlabeled data, i.e. the result for the input data is not known beforehand. Here, the algorithm tries to determine the underlying structure of the data.

 

Types of unsupervised learning algorithms:

 

• K-means clustering

• Hierarchical Clustering

• Principal Component Analysis

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