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Deep Learning with TensorFlow: Building Neural Networks from Scratch
Aashir
3/24/2025
15 min read
Machine LearningDeep LearningTensorFlow
Introduction
Deep learning allows machines to learn complex patterns through neural networks. TensorFlow is a powerful tool for this.
Building a Neural Network
- Understanding layers and activation functions
- Constructing the model architecture in TensorFlow
- Training and evaluating the model
Practical Example
Step-by-step guide to build an image classifier from scratch.
Conclusion
Deep learning with TensorFlow unlocks powerful AI capabilities for a wide range of applications.