Python Programming with a Focus on AI.

After completing the program, the student shall have knowledge of/in - Broad knowledge of central parts of Python programming that are relevant to working life - Specialized knowledge of Python programming for AI applications - Data processing and data visualization - Version control of code using Git and Github - Machine learning - Deep learning - Generative AI such as ChatGPT - How AI and Python are applied in business - The workflow in an AI project - The economic, social and environmental effects AI has on people, society, organizations and companies After completing the program, the student shall have the skills to - Do object-oriented programming with Python - Use Python as a tool for AI applications in working life - Use Git and Github for version control of Python code - Process data with Python and Pandas - Visualize data with Matplotlib - Program AI models in machine learning and deep learning - Use AI frameworks such as Scikit-learn and Tensorflow - Reason about how companies and organizations can use AI and what economic, social and environmental effects it has After completing the program, the student shall have the competence to - Independently use Python for AI implementations - Independently debug Python code - Implement an AI project in Python that includes planning, execution and evaluation - Evaluate ethical aspects related to AI applications