1 |
Logistic regression. |
GitHub |

2 |
Forward propagation. |
GitHub |

3 |
Backward propagation for logistic regression. |
GitHub |

4 |
Backward propagation models with hidden layers. |
GitHub |

5 |
Edge detection with convolutional filters |
GitHub |

6 |
Convolutional Neural Networks |
GitHub |

7 |
Recurrent Neural Networks |
GitHub |

8 |
GRU and LSTM |
GitHub |

9 |
Introduction to word embeddings |
GitHub |

10 |
Using and estimating word embeddings |
GitHub |

11 |
Reducing bias in word embeddings |
GitHub |

12 |
Functional API for Keras |
GitHub |

13 |
YOLO |
GitHub |

14 |
Neural style transfer |
GitHub |

15 |
Variational Autoencoders |
GitHub |