Sergio Austa
System Administrator Big Data Platform, AI Solution Developer Jr
BIG DIVE 2020 – Module 2 “Machine and Deep Learning intensive”
5-day full-time course completed by Sergio Austa on October 16th, 2020.
Core topics by ISI:
- Machine Learning algorithms with Sklearn
- Statistical Learning Theory with practical exercises
- Neural Networks and Backpropagation
- Building from scratch and training neural networks with TensorFlow and Keras
- Brief history of Deep Learning, with focus on Computer Vision
- Building from scratch and training deep convolutional NNs with TensorFlow and Keras
- Transfer Learning: feature extraction and fine-tuning
Guest lectures:
- Machine Learning Explainability by Nexi
- Training Deep Learning Models and HPC4AI by Unito
- Machine Learning in forecasting by Glovo
Social Link
LinkedIn