# Convolutional Neural Networks
## Week 1 - Foundations of Convolutional Neural Networks
- [Programming Assignment: Convolutional Model: step by step](https://github.com/y33-j3T/Coursera/blob/master/Convolutional%20Neural%20Networks/week1/Convolution_model_Step_by_Step_v2a.ipynb)
- [Programming Assignment: Convolutional model: application](https://github.com/y33-j3T/Coursera/blob/master/Convolutional%20Neural%20Networks/week1/Convolution_model_Application_v1a.ipynb)

## Week 2 - Deep Convolutional Models: Case Studies
- [Lab: Keras Tutorial (not graded)](https://github.com/y33-j3T/Coursera/blob/master/Convolutional%20Neural%20Networks/week2/KerasTutorial/Keras_Tutorial_v2a.ipynb)
- [Programming Assignment: Residual Networks](https://github.com/y33-j3T/Coursera/blob/master/Convolutional%20Neural%20Networks/week2/ResNets/Residual_Networks_v2a.ipynb)

## Week 3 - Object Detection
- [Programming Assignment: Car detection with YOLO](https://github.com/y33-j3T/Coursera/blob/master/Convolutional%20Neural%20Networks/week3/Car%20detection%20for%20Autonomous%20Driving/Autonomous_driving_application_Car_detection_v3a.ipynb)

## Week 4 - Special Applications: Face Recognition & Neural Style Transfer
- [Programming Assignment: Art generation with Neural Style Transfer](https://github.com/y33-j3T/Coursera/blob/master/Convolutional%20Neural%20Networks/week4/Neural%20Style%20Transfer/Art_Generation_with_Neural_Style_Transfer_v3a.ipynb)
- [Programming Assignment: Face Recognition](https://github.com/y33-j3T/Coursera/blob/master/Convolutional%20Neural%20Networks/week4/Face%20Recognition/Face_Recognition_v3a.ipynb)


Collaborative Calculation and Data Science

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sagemath

Convolutional Neural Networks

Week 1 - Foundations of Convolutional Neural Networks

Week 2 - Deep Convolutional Models: Case Studies

Week 3 - Object Detection

Week 4 - Special Applications: Face Recognition & Neural Style Transfer

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