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Glossary

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Letter A
Algorithm

An algorithm is a sequence of well-defined steps or rules designed to solve a specific problem or perform a computation. Algorithms are fundamental to computer science and are used to process data, perform calculations, and automate reasoning tasks.

Use Cases

Sorting Data

Algorithms like QuickSort and MergeSort organize data efficiently.

Searching

Algorithms like Binary Search help find specific items in large datasets quickly.

Optimizing Models

Algorithms like Gradient Descent are used in machine learning to optimize model parameters.

Importance

Efficiency

Algorithms enable efficient processing and retrieval of data.

Foundation of Programming

They are essential for creating software that performs tasks reliably and accurately.

Problem-Solving

Provide systematic approaches to solving problems, ensuring solutions are effective and replicable.

Innovation:

Drive advancements in technology by enabling new and improved methods of data processing and analysis.

Analogies

An algorithm is like a recipe in cooking. Just as a recipe provides step-by-step instructions to prepare a dish, an algorithm provides a series of steps to solve a problem or perform a task. Following the recipe (algorithm) ensures the dish

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