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BIGDATA LAB - Fourth Edition - DeepLearning 2025-01-25 by Daniele Grotti

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  1. (2025/01/27)DG 3 ore: Introduzione al DL IntroDL

  2. (2025/01/28)DG 3 ore: Introduzione al DL IntroDL

  3. (2025/02/05)DG 3 ore: Disillusioni AI - Generative AI Open In Colab

  4. (2025/02/10)DG 3 ore: Diabetic Sklearn Open In Colab Intro ANNOpen In Colab Intro Keras Open In Colab Giavellotto Open In Colab

  5. (2025/02/12)DG 3 ore: Boston Open In Colab TheoryNN Non Linear Open In Colab IntroANN Open In Colab Breast Cancer Open In Colab Keras Early Stopping Open In Colab IRIS to solve Open In Colab

  6. (2025/02/17)DG 3 ore: IRIS solved Open In Colab

  7. (2025/02/18)DG 3 ore: NeuralNet-Concept Intro-CNN Convolution stack Keras Open In Colab - Regularization Open In Colab Intro Mnist ML vs DL Open In Colab Regulariation

  8. (2025/02/19)DG 3 ore: CNN Fashion MNIST Open In Colab

  9. (2025/02/24)DG 3 ore: CIFAR10 Open In Colab Multilabel Open In Colab KerasVisualizer Open In Colab DOGvsCAT1 Open In Colab DOGvsCAT2 Open In Colab

  10. (2025/02/25)DG 3 ore:File inference - teachable machine Overview CNN Transfer Learning Flowers Open In Colab - Transfer Learning Tomatoes Desease Open In Colab - GradCAM Open In Colab

  11. (2025/02/26)DG 3 ore: Generative - AutoEncoders AutoEncoder Open In Colab VariationalAutoEnc Open In Colab AutoEncoder Anomaly Open In Colab DCGANOpen In Colab

  12. (2025/03/03)DG 3 ore: Intro NLP Intro REGEX Open In Colab Intro spaCy Open In Colab

  13. (2025/03/04)DG 3 ore: Tokeniztion Open In Colab WorldCloud Open In Colab Spam-Ham Open In Colab

  14. (2025/03/10)DG 3 ore: Embeddings - from RNN to LSTM
    RNN Open In Colab LSTM Classification Open In Colab LSTM Text Generation Open In Colab

  15. (2025/03/11)DG 3 ore: Intro Transformers - HuggingFace Open In Colab Safetensor-Onnx Open In Colab Summarization Open In Colab

  16. (2025/03/12)DG 3 ore: MultilabelDistilbert Open In Colab SentimentDistilbert Open In Colab SentimentDistilbert-Onnx Open In Colab Albert-Datasets_push_hughub Open In Colab Albert-Onnx Open In Colab

*per qualsiasi richiesta contattatemi direttamente al mio indirizzo personale danielegrottiuk@gmail.com [LinkedIn]