diff --git a/Notes_DL_Specialization/DL 1 of 5 - Neural Networks and Deep Learning.pdf b/Notes_DL_Specialization/DL 1 of 5 - Neural Networks and Deep Learning.pdf new file mode 100644 index 0000000..6556788 Binary files /dev/null and b/Notes_DL_Specialization/DL 1 of 5 - Neural Networks and Deep Learning.pdf differ diff --git a/Notes_DL_Specialization/DL 2 of 5 - Improving Deep Neural Networks, Hyperparameter Tuning.pdf b/Notes_DL_Specialization/DL 2 of 5 - Improving Deep Neural Networks, Hyperparameter Tuning.pdf new file mode 100644 index 0000000..95466d4 Binary files /dev/null and b/Notes_DL_Specialization/DL 2 of 5 - Improving Deep Neural Networks, Hyperparameter Tuning.pdf differ diff --git a/Notes_DL_Specialization/DL 3 of 5 - Structuring Machine Learning Projects.pdf b/Notes_DL_Specialization/DL 3 of 5 - Structuring Machine Learning Projects.pdf new file mode 100644 index 0000000..ed129db Binary files /dev/null and b/Notes_DL_Specialization/DL 3 of 5 - Structuring Machine Learning Projects.pdf differ diff --git a/Notes_DL_Specialization/DL 4 of 5 - Convolutional Neural Networks.pdf b/Notes_DL_Specialization/DL 4 of 5 - Convolutional Neural Networks.pdf new file mode 100644 index 0000000..734811c Binary files /dev/null and b/Notes_DL_Specialization/DL 4 of 5 - Convolutional Neural Networks.pdf differ diff --git a/Notes_DL_Specialization/DL 5 of 5 - Sequence Models.pdf b/Notes_DL_Specialization/DL 5 of 5 - Sequence Models.pdf new file mode 100644 index 0000000..e8f715a Binary files /dev/null and b/Notes_DL_Specialization/DL 5 of 5 - Sequence Models.pdf differ diff --git a/README.md b/README.md index 8f13fd4..3c00022 100644 --- a/README.md +++ b/README.md @@ -42,6 +42,57 @@ A place to collaborate and share lecture notes on all topics related to machine --- +### Deep Learning Specialization +[Website](https://www.coursera.org/specializations/deep-learning) | Instructor: Andrew Ng + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
LectureDescriptionVideoNotesAuthor
Neural Networks and Deep LearningBasic concepts about Multi-layer Perceptron, Neural Networks and Deep Learning.VideosNotesXornotor
Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and OptimizationHyperparameter Tuning, Regularization and Optimization techniques.VideosNotesXornotor
Structuring Machine Learning ProjectsStrategies about data organization, performance improvements, error analysis and more.VideosNotesXornotor
Convolutional Neural NetworksConvolutional Neural Networks, their advantages and applications.VideosNotesXornotor
Sequence ModelsRecurrent Networks, Natural Language Processing, Sequence Models and Transformer Networks.VideosNotesXornotor
+ +--- + ### MIT 6.S191 Introduction to Deep Learning (2022) [Website](http://introtodeeplearning.com/) | Lectures by: Alexander Amini and Ava Soleimany