Main Types of Gradient Descent | Batch, Stochastic and Mini-Batch Explained! | Which One to Choose?
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YouTubeAI For Beginners
Main Types of Gradient Descent | Batch, Stochastic and Mini-Batch Explained! | Which One to Choose?
🔥 There are three main types of gradient descent: Batch, Stochastic and Mini-Batch. Batch gradient descent takes all observations for gradient computation, which is both accurate and resource heavy. Stochastic takes only one random observation from the data which is a poor approximation but introduces randomness. Mini-Batch is the mix of two ...
1.9K viewsAug 22, 2024
Gradient descent Machine Learning
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