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Learn AI with Python · Lesson

First Neural Network with TensorFlow

Basic implementation using TensorFlow.

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Building Your First Neural Network with TensorFlow

In this lesson, we will create a simple feedforward neural network using TensorFlow. TensorFlow is a popular framework for building and training machine learning models.

First Neural Network with TensorFlow — illustration 1

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Step 1: Setting Up TensorFlow

First, ensure that TensorFlow is installed. If not, you can install it using:

pip install tensorflow

We’ll also import the required libraries for this lesson.

import tensorflow as tf
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense
import numpy as np

All lessons in this course

  1. Introduction to Neural Networks
  2. Activation Functions
  3. Feedforward Neural Networks
  4. Backpropagation Algorithm
  5. First Neural Network with TensorFlow
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