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Batch Normalization in Deep Learning | Batch Learning in Keras 2 года назад


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Batch Normalization in Deep Learning | Batch Learning in Keras

This video explores how Batch Normalization transforms the internal workings of neural networks by normalizing inputs within each mini-batch. By maintaining stable activations throughout the training process, Batch Normalization improves convergence speed and aids in tackling the vanishing/exploding gradient problem. Digital Notes for Deep Learning: https://shorturl.at/NGtXg Code - https://colab.research.google.com/dri... ============================ Do you want to learn from me? Check my affordable mentorship program at : https://learnwith.campusx.in ============================ 📱 Grow with us: CampusX' LinkedIn:   / campusx-official   CampusX on Instagram for daily tips:   / campusx.official   My LinkedIn:   / nitish-singh-03412789   Discord:   / discord   👍If you find this video helpful, consider giving it a thumbs up and subscribing for more educational videos on data science! 💭Share your thoughts, experiences, or questions in the comments below. I love hearing from you! ⌚Time Stamps⌚ 00:00 - Intro 00:40 - What is Batch Normalization 03:11 - Why use batch Normalization 06:58 - Internal Co-Variate Shift 14:40 - Batch Normalization - The How? 31:41 - Batch Normalization During Test 35:32 - The Advantages 39:47 - Keras Implementation 43:24 - Outro #DeepLearning #BatchNormalization

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