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Understanding Normalization in Machine Learning Model Training
What is Normalization? Within the field of machine learning, normalization is essential as it plays a vital role in the quality of model training performance. Normalization is a…
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What is Docker? Understanding Docker and Containers
What is Docker? Docker is a platform for developing, shipping, and running applications. It provides a way to package software into standardised units called containers, which include everything…
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Useful Shortcut Keys for Windows and Mac
Shortcut keys Shortcut keys, also known as keyboard shortcuts or hotkeys, are combinations of keys pressed together to perform specific tasks or commands within an operating system, application,…
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What are Neural Networks in Machine Learning?
What are Neural Networks? At their core, neural networks (ANNs) are a class of algorithms designed to recognize patterns and learn from data. They consist of interconnected nodes,…
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Difference Between Epoch, Iteration, and Batch in Neural Networks
Neural networks, the cornerstone of modern artificial intelligence, have revolutionised various fields, from image recognition to natural language processing. However, delving into the intricacies of neural network training…
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What is Correlation in Statistics? Relationship Between Variables
Correlation serves as a fundamental concept that explains the relationship between two or more variables. Whether we’re analysing economic data, scientific experiments, or social trends, understanding correlation helps…