Be able to use and implement machine-learning algorithms, with the Lasso and inductive conformal prediction algorithms as examples. Have an understanding of ways to apply the ideas and algorithms of machine learning in industry and medicine.
Python
Scikit Learn
NumPy
Matplotlib
Jupyter Notebooks
GitHub
Git
Black
Machine Learning
Artificial Intelligence
Hyperparameters
Boosting
Neural Networks
Data Science
Data Visualisation
Mathematics
Version Control
Problem Solving
Project Management
Critical Thinking
Creativity
Adaptability
Repository