Code as part of homework, or additional material as part of the Machine Learning Engineering course by Alexey Grigorev.
- Week 1 - 4, Week 6 Code
- For Week 1, we only have the homework since there I personally have not written any code for Week 1. This is because I have prior experience to NumPy, as well as Pandas.
- All of my notebooks are on Kaggle instead, since that is the environment I first used when I started this course. The homework is linked as well, but not all the answers are correct.
- Week 1 Homework
- Week 2 Notebook, Week 2 Homework
- Week 3 Notebook, Week 3 Homework
- Week 4 Notebook, Week 4 Homework
- Week 6 Notebook, Week 6 Homework
- Week 5 Homework
- The Week 5 notebook is here, I don't have a copy of my own notebook.
- Folder consists of my answers for Homework for Week 5, but also as reference for deploying a model.
- Midterm Project
- Midterm Project is in a separate repository
- The AWS Elastic Beanstalk environment is not working because I have terminated it, in order to not be charged money for it.
- Week 8 Code
- Alexey's notebook
- Alexey's notebook, but rewritten in PyTorch code instead of Keras to better understand PyTorch
- Homework for Week 8