Semester 1 2023, Universidad de Antofagasta: Advanced Machine Learning (Aprendizaje de máquinas avanzado), postgraduate course

Nina Hernitschek

Schedule

• Lecture 1 (April 10): Introduction & Course Logistics slides Practice 1 (April 12) Jupyter
• Lecture 2 (April 17): Artificial Neural Networks (I) slides Practice 2 (April 19) Jupyter
• Lecture 3 (April 24): Artificial Neural Networks (II) slides Practice 3 (April 26) Jupyter
• Lecture 4 (May 8): Training of Neural Networks (I) slides Practice 4 (May 10) Jupyter
• paper presentation (May 15), Q&A Session (May 17)
• Lecture 5 (May 22): Convolutional Neural Networks slides Practice 5 (May 24) Jupyter
• Lecture 6 (May 26): Recurrent Neural Networks slides Practice 6 (May 31) Jupyter
• project idea presentation (June 5), Q&A Session (June 7)
• Lecture 7 (June 12): Autoencoders slides Practice 7 (June 14) Jupyter
• Lecture 8 (June 19): Reinforced Learning slides Practice 8 (June 21) Jupyter
• project status presentation (July 3)
• Lecture 9 (July 10): Architecture of Machine Learning Projects slides Practice 9 (July 12) Jupyter
• optional Q&A Session (July 17)
• optional Q&A Session (July 31)
• final project presentation (August 7)