Algorithm


An algorithm is a set of instructions designed to perform a specific task or solve a particular problem. In the context of data science and artificial intelligence, algorithms are used to process and analyze large amounts of data, identify patterns and relationships, and make predictions or decisions based on that data. There are many different types of algorithms, including supervised and unsupervised learning algorithms, clustering algorithms, decision trees, and neural networks. The choice of algorithm depends on the specific problem being solved and the type of data being analyzed. The effectiveness of an algorithm is typically measured by its accuracy, speed, and scalability.


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  • Model Evaluation: Model evaluation is the process of assessing the performance of a machine learning model on a given dataset. It involves measuring the accuracy, precision, recall, F1 score, and other metrics to determine how well the model is performing. M ... Read More >>
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