Skip to content

bhataparnak/Neural-Network-small-projects

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

20 Commits
Art_Generation_with_Neural_Style_Transfer.ipynb
Art_Generation_with_Neural_Style_Transfer.ipynb
 
 
Autonomous_driving_application_Car_detection.ipynb
Autonomous_driving_application_Car_detection.ipynb
 
 
Building_a_Recurrent_Neural_Network_Step_by_Step.ipynb
Building_a_Recurrent_Neural_Network_Step_by_Step.ipynb
 
 
Building_your_Deep_Neural_Network_Step_by_Step_v8a.ipynb
Building_your_Deep_Neural_Network_Step_by_Step_v8a.ipynb
 
 
C5_W4_A1_Transformer_Subclass_v1.ipynb
C5_W4_A1_Transformer_Subclass_v1.ipynb
 
 
Convolution_model_Application.ipynb
Convolution_model_Application.ipynb
 
 
Convolution_model_Step_by_Step_v1.ipynb
Convolution_model_Step_by_Step_v1.ipynb
 
 
Deep+Neural+Network+-+Application+v8.ipynb
Deep+Neural+Network+-+Application+v8.ipynb
 
 
Dinosaurus_Island_Character_level_language_model.ipynb
Dinosaurus_Island_Character_level_language_model.ipynb
 
 
Emoji_v3a.ipynb
Emoji_v3a.ipynb
 
 
Face_Recognition.ipynb
Face_Recognition.ipynb
 
 
Gradient_Checking.ipynb
Gradient_Checking.ipynb
 
 
Gradient_Checking.json
Gradient_Checking.json
 
 
Image_segmentation_Unet_v2.ipynb
Image_segmentation_Unet_v2.ipynb
 
 
Improvise_a_Jazz_Solo_with_an_LSTM_Network_v4.ipynb
Improvise_a_Jazz_Solo_with_an_LSTM_Network_v4.ipynb
 
 
Initialization.ipynb
Initialization.ipynb
 
 
Initialization.json
Initialization.json
 
 
Logistic_Regression_with_a_Neural_Network_mindset_v6a.ipynb
Logistic_Regression_with_a_Neural_Network_mindset_v6a.ipynb
 
 
Neural_machine_translation_with_attention_v4a.ipynb
Neural_machine_translation_with_attention_v4a.ipynb
 
 
Operations_on_word_vectors_v2a.ipynb
Operations_on_word_vectors_v2a.ipynb
 
 
Optimization_methods.ipynb
Optimization_methods.ipynb
 
 
Optimization_methods.json
Optimization_methods.json
 
 
Planar_data_classification_with_onehidden_layer_v6c.ipynb
Planar_data_classification_with_onehidden_layer_v6c.ipynb
 
 
Python_Basics_With_Numpy_v3a.ipynb
Python_Basics_With_Numpy_v3a.ipynb
 
 
README.md
README.md
 
 
Regularization.ipynb
Regularization.ipynb
 
 
Regularization.json
Regularization.json
 
 
Residual_Networks.ipynb
Residual_Networks.ipynb
 
 
Tensorflow_introduction.ipynb
Tensorflow_introduction.ipynb
 
 
Tensorflow_introduction.json
Tensorflow_introduction.json
 
 
Transfer_learning_with_MobileNet_v1.ipynb
Transfer_learning_with_MobileNet_v1.ipynb
 
 
Trigger_word_detection_v2a.zip
Trigger_word_detection_v2a.zip
 
 

Repository files navigation

Neural-Network-small-projects

Deeplearning specialization taught by Andrew Ng and offred via Coursera course material.This repository contains my solutions for the assignments on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course.

About

Neural Network Deep learning specialization course offered via Coursera

Topics

deep-learning word-embeddings neural-networks hyperparameter-optimization yolo rnn self-driving-car logistic-regression face-recognition convolutional-neural-networks transfer-learning image-segmentation optimization-methods adam-optimizer neural-style-transfer data-classification mobilenetv2 unet-image-segmentation l2regularization gradient-checking

Resources

Readme
Activity

Stars

5 stars

Watchers

1 watching

Forks

4 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages