PyTorch - Linear Regression for Absolute Beginners
Автор: Hussain Arif
Загружено: 2026-01-06
Просмотров: 81
Описание:
Hey guys, in this video, you'll learn how to build a basic neural network that performs linear regression in PyTorch.
Colab Notebook: https://colab.research.google.com/dri...
Timestamps:
0:00 Intro
0:30 What is Linear Regression?
1:16 How PyTorch works?
2:12 Creating Dataset
5:00 Dataset split
6:47 Plotting the dataset
9:06 Defining the Linear Regression Model
11:45 PyTorch's technical terms
12:11 Model explanation
12:43 Creating model instance
13:25 Inference
15:24 Core concepts
16:05 Loss and Optimizer functions
18:30 Training loop
29:14 Saving the model
30:49 Loading the model
32:38 Code simplification
34:38 Running after simplification
36:31 Outro
Thanks for watching!!
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