Loss/Cost Function And Gradient Descent | Deep Learning Explained | Tutort Academy
Loss/Cost Function And Gradient Descent | Deep Learning Explained @tutort.academy
In this video, we will explain the fundamental concepts behind loss functions, gradient descent, and their role in machine learning.
What is Loss functions in machine learning?
Loss functions play a crucial part in machine learning algorithms, as they quantify the difference between predicted and actual values. They are instrumental in training models to minimize errors and ensure accurate predictions.
During our discussion, we will touch upon important topics such as
-- Overfitting
-- Hyper tuning
-- Supervised learning
-- and unsupervised learning.
Whether you are a beginner or an experienced practitioner, this video will provide you with a solid understanding of loss/cost functions, gradient descent, and their significance in deep learning.
#lossfunction #gradientdescent #unsupervised #unsupervisedlearning #supervisedlearning #logisticregression #machinelearning #deeplearning #deeplearningtutorial #deeplearn #deeplearnning #deeplearningai #tutortacademy #tutortacademyreviews
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Loss/Cost Function
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