Your First Neural Network - Deep Learning with Tensorflow | Ep. 6

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Kody Simpson

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Published on November 27, 2024 12:00:00 AM ● Video Link: https://www.youtube.com/watch?v=MZk7ZMd6f3M

Duration: 0:00

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This episode shows you how to make a neural network using TensorFlow. #machinelearning #deeplearning #ml #ai

Code: https://github.com/KodySimpson/deeplearning-tensorflow
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00:00:00 - Why are neural networks effective?
00:06:48 - Refresher on Neurons and Architecture
00:11:51 - Loading and Exploring the Dataset
00:13:38 - Creating a Neural Network with TensorFlow
00:17:09 - Compiling the Model
00:19:55 - Training the Model
00:22:07 - Understanding Batch Size
00:27:48 - Validation Split Explained
00:35:00 - Underfitting vs. Overfitting
00:38:51 - Evaluating the Model
00:39:39 - Making Predictions with Your Model
00:40:10 - Conclusion and Recap