Course about Deep Learning from Institute of Computing at the Federal University of Alagoas.
- Lecture 1.
- Course presentation.
- Lecture slides Deep Learning Applications
- Lecture 2.
- Lecture slides Perceptron.
- Code Perceptron.
- Lecture slide XOR Problem.
- Code TensorFlow playground.
- Francois Chollet, Deep Learning with Python, 2018.
- Goodfellow, I., Deep Learning Book, 2016.
- Charu C. Aggarwal. -- NEURAL NETWORKS AND DEEP LEARNING: A TEXTBOOK. GitHub repository, 2018.
- Aurelien Geron -- Hands–On Machine Learning with Scikit–Learn and TensorFlow 2e, Github repository, 2019.
- Programa de cursos integrados Aprendizagem profunda