# Applied Machine Learning

- [Requirements for a Certificate of Achievement or ECTS](/opencampus-machine-learning-program/courses/machine-learning-with-tensorflow/requirements-for-a-certificate-of-achievement-or-ects.md)
- [Preparation](/opencampus-machine-learning-program/courses/machine-learning-with-tensorflow/preparation.md)
- [Week 1 - General Introduction](/opencampus-machine-learning-program/courses/machine-learning-with-tensorflow/week-1.md)
- [Week 2 - Introduction to PyTorch](/opencampus-machine-learning-program/courses/machine-learning-with-tensorflow/week-2.md)
- [Week 3 - Data Management and Neural Network Components](/opencampus-machine-learning-program/courses/machine-learning-with-tensorflow/week-3.md)
- [Week 4 - Working with Text Using Hugging Face](/opencampus-machine-learning-program/courses/machine-learning-with-tensorflow/week-4-convolutional-neural-networks-part-i.md)
- [Week 5 - Project Feedback Session](/opencampus-machine-learning-program/courses/machine-learning-with-tensorflow/week-6-project-feedback-session.md)
- [Week 6 - Hyperparameter Optimization](/opencampus-machine-learning-program/courses/machine-learning-with-tensorflow/week-5-convolutional-neural-networks-part-ii.md)
- [Week 7 - Working with Images using TorchVision](/opencampus-machine-learning-program/courses/machine-learning-with-tensorflow/week-6-natural-language-processing-part-i.md)
- [Week 8 - Efficient Training Pipelines](/opencampus-machine-learning-program/courses/machine-learning-with-tensorflow/week-7-natural-language-processing-part-ii.md)
- [Week9 - Project Work](/opencampus-machine-learning-program/courses/machine-learning-with-tensorflow/week9-project-feedback-session.md)
- [Week 10 - Transformers for NLP](/opencampus-machine-learning-program/courses/machine-learning-with-tensorflow/week-8-sequences-time-series-and-prediction-part-i.md)
- [Week 11 & 12 - Presentation of the Final Projects](/opencampus-machine-learning-program/courses/machine-learning-with-tensorflow/week-11-presentation-of-the-final-projects.md)