Single Layer Perceptron Example | Python
In this video I show you how to make a single layer perceptron in python. I forgot to mention that I'm using the PIMA India diabetes dataset.
Sorry for the mistakes and for the audio, I'm still having trouble setting up my mic.
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Chapters:
0:00 Intro
0:25 Import Library
03:24 Load Dataset
04:19 Data Preprocessing
11:09 Splitting X and y
13:17 Scaling X
14:31 Train Test Split
15:56 Defining num_features, threshold, learning_rate, epoch and weight
18:45 Creating single layer perceptron
23:34 Checking performance on training dataset
25:02 Test SLP on testing data
26:25 Checking performance on testing data
26:51 Play around
28:02 Closing
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