From d4c4d217ba6d7611bff07c48d81e49d1335d5d40 Mon Sep 17 00:00:00 2001 From: Till Meineke Date: Thu, 28 Nov 2024 00:00:23 +0100 Subject: [PATCH] Master (#21) * Update README.md * Update 01b-saturn-cloud.md (#609) Update for Saturn Cloud Nov 2024 * Update 01b-saturn-cloud.md (#611) tried drag/drop for images * Update README.md (#610) Saturn gives 100 hours this year --------- Co-authored-by: Alexey Grigorev --- README.md | 39 ++++++++++++++++++++------------------- 1 file changed, 20 insertions(+), 19 deletions(-) diff --git a/README.md b/README.md index a96bd2a5..ed3d240b 100644 --- a/README.md +++ b/README.md @@ -186,25 +186,26 @@ Putting everything we've learned so far in practice! ## 8. [Neural Networks and Deep Learning](08-deep-learning/) -* 8.1 [Fashion classification](08-deep-learning/01-fashion-classification.md) -* 8.1b [Setting up the Environment on Saturn Cloud](08-deep-learning/01b-saturn-cloud.md) -* 8.2 [TensorFlow and Keras](08-deep-learning/02-tensorflow-keras.md) -* 8.3 [Pre-trained convolutional neural networks](08-deep-learning/03-pretrained-models.md) -* 8.4 [Convolutional neural networks](08-deep-learning/04-conv-neural-nets.md) -* 8.5 [Transfer learning](08-deep-learning/05-transfer-learning.md) -* 8.6 [Adjusting the learning rate](08-deep-learning/06-learning-rate.md) -* 8.7 [Checkpointing](08-deep-learning/07-checkpointing.md) -* 8.8 [Adding more layers](08-deep-learning/08-more-layers.md) -* 8.9 [Regularization and dropout](08-deep-learning/09-dropout.md) -* 8.10 [Data augmentation](08-deep-learning/10-augmentation.md) -* 8.11 [Training a larger model](08-deep-learning/11-large-model.md) -* 8.12 [Using the model](08-deep-learning/12-using-model.md) -* 8.13 [Summary](08-deep-learning/13-summary.md) -* 8.14 [Explore more](08-deep-learning/14-explore-more.md) -* 8.15 [Homework](08-deep-learning/homework.md) - -For the deep learning part, we need to use a GPU. ML Zoomcamp students can use [Saturn Cloud](https://bit.ly/saturn-mlzoomcamp) and get 100 GPU hours (Nov 2024) there. -Message support and say "I'm enrolled in ML Zoomcamp" to get an upgrade. +- 8.1 [Fashion classification](08-deep-learning/01-fashion-classification.md) +- 8.1b [Setting up the Environment on Saturn Cloud](08-deep-learning/01b-saturn-cloud.md) +- 8.2 [TensorFlow and Keras](08-deep-learning/02-tensorflow-keras.md) +- 8.3 [Pre-trained convolutional neural networks](08-deep-learning/03-pretrained-models.md) +- 8.4 [Convolutional neural networks](08-deep-learning/04-conv-neural-nets.md) +- 8.5 [Transfer learning](08-deep-learning/05-transfer-learning.md) +- 8.6 [Adjusting the learning rate](08-deep-learning/06-learning-rate.md) +- 8.7 [Checkpointing](08-deep-learning/07-checkpointing.md) +- 8.8 [Adding more layers](08-deep-learning/08-more-layers.md) +- 8.9 [Regularization and dropout](08-deep-learning/09-dropout.md) +- 8.10 [Data augmentation](08-deep-learning/10-augmentation.md) +- 8.11 [Training a larger model](08-deep-learning/11-large-model.md) +- 8.12 [Using the model](08-deep-learning/12-using-model.md) +- 8.13 [Summary](08-deep-learning/13-summary.md) +- 8.14 [Explore more](08-deep-learning/14-explore-more.md) +- 8.15 [Homework](08-deep-learning/homework.md) + +For the deep learning part, we need to use a GPU. ML Zoomcamp students can use +[Saturn Cloud](https://bit.ly/saturn-mlzoomcamp) and get 100 GPU hours (Nov 2024) there. +Message support and say "I'm enrolled in ML Zoomcamp" to get an upgrade. ## 9. [Serverless Deep Learning](09-serverless/)