Gradient Descent Explained | Cost Function, Learning Rate & Optimization
📌 In this video, we will learn the basics of the Gradient Descent algorithm explained in a simple and intuitive way.
We’ll discuss:
What is a Cost/Loss Function?
What are Gradients and how do they help?
The importance of Learning Rate
Difference between Local and Global Minima
The concept of Optimization
Variants of Gradient Descent: Batch, Mini-batch, and Stochastic Gradient Descent
This video is perfect for beginners in Machine Learning or Deep Learning who want to understand the fundamentals clearly.
#gradientdescent #machinelearning #protorialsbysaif #mathsbehindai
Видео Gradient Descent Explained | Cost Function, Learning Rate & Optimization канала Maths Behind AI
We’ll discuss:
What is a Cost/Loss Function?
What are Gradients and how do they help?
The importance of Learning Rate
Difference between Local and Global Minima
The concept of Optimization
Variants of Gradient Descent: Batch, Mini-batch, and Stochastic Gradient Descent
This video is perfect for beginners in Machine Learning or Deep Learning who want to understand the fundamentals clearly.
#gradientdescent #machinelearning #protorialsbysaif #mathsbehindai
Видео Gradient Descent Explained | Cost Function, Learning Rate & Optimization канала Maths Behind AI
gradient descent machine learning gradient descent machine learning gradient descent algorithm cost function what is gradient descent gradient descent in machine learning machine learning gradient descent example deep learning learning rate gradient descent simple explanation gradient descent linear regression gradient descent implementation in python python gradient descent implementation cost function machine learning
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2 мая 2025 г. 10:57:18
00:13:09
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