deep-learning
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marcotav
Projects include the application of transfer learning to build a convolutional neural network (CNN) that identifies the artist of a painting, the building of predictive models for Bitcoin price data u...
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Deep Learning Projects
Notebooks and descriptions • Contact Information
Notebooks and descriptions
| Project | Brief Description |
|---|---|
| painter-identifier | I built a Convolutional Neural Net to identify the artist of a painting via transfer learning, instantiating the convolutional part of the Inception V3 model, and training a fully-connected network on top. |
| bitcoin-price-analysis | I built predictive models for Bitcoin price data using recurrent neural networks (LSTMs). Correlations between altcoins are also considered. |
| keras-tf-tutorial | Neural networks tutorial where I build fully-connected networks and convolutional neural networks using both Keras and TensorFlow respectively (in progress). |
| transfer-learning-mini-tutorial | I illustrate the use of transfer learning using the Inception V3 deep neural network model. |
Contact Information
Feel free to contact me:
- Email: [email protected]
- GitHub: marcotav
- LinkedIn: marco-tavora
- Website: marcotavora.me
marcotav