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BIGDATA LAB - Quarta edizione - DeepLearning 30-04-2024 by Daniele Grotti

  1. (2024/04/30)DG 3 ore: Introduzione Generale AI IntroML

  2. (2024/05/02)DG 3 ore: Disillusioni AI - Generative AI

  3. (2024/05/05)DG 3 ore: Intro Colab & Python Open In Colab Open In Colab

  4. (2024/05/10)DG 3 ore: Ripasso TrainTestSplit Overfitting Diabetic Sklearn Open In Colab Intro ANN Open In Colab Intro Keras Open In Colab

  5. (2024/05/16)DG 3 ore: TheoryNN Non Linear Open In Colab IntroANN Open In Colab Breast Cancer Open In Colab Keras save and Early Stopping Open In Colab Open In Colab

  6. (2024/05/21)DG 3 ore: IRIS solved Open In Colab NeuralNet-Concept Intro-CNN Convolution stack Keras Open In Colab Regularization Open In Colab Early Stopping Open In Colab Keras Fine TUn. Open In Colab

  7. (2024/05/28)DG 3 ore: Regulariation Fashion MNIST Open In Colab CIFAR10 Open In Colab Multilabel Open In Colab KerasVisualizer Open In Colab

  8. (2024/06/03)DG 3 ore: Overview CNN Transfer Learning Flowers Open In Colab Transfer Learning + Fine Tuning DOGvsCAT Open In Colab Transfer Learning Tomatoes Desease Open In Colab GradCAM Open In Colab

  9. (2024/06/05)DG 3 ore: Generative - AutoEncoders AutoEncoder Open In Colab VariationalAutoEnc Open In Colab AutoEncoder Anomaly Open In Colab DCGANOpen In Colab U-NET Open In Colab

  10. (2024/06/10)DG 3 ore: Intro NLP Intro REGEX Open In Colab Intro spaCy Open In Colab Tokeniztion Open In Colab

  11. (2024/06/10)DG 3 ore: WorldCloud Open In Colab Gensim Open In Colab RNN Open In Colab LSTM Text Generation Open In Colab

  12. (2024/06/26)DG 3 ore: Intro Transformers - BERT Open In Colab

  13. (2024/06/27)DG 3 ore: LLM - Multimodality - Emerging Abilities From TRANSFORMERS to ONNX Open In Colab NER Huggingface Open In Colab Text generation Open In Colab Summarization Open In Colab Multicalssification Bert Open In Colab Sentiment Analysis Open In Colab App Gradio Sentiment Analysis Open In Colab

  14. (2024/06/28)DG 3 ore: Albert Open In Colab AlbertOnnx Open In Colab

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