Artificial Intelligence (AI) and Machine Learning (ML) are powerful tools used in a wide variety of areas such as finance, healthcare, e-commerce, industry, entertainment and many others to automate numerous tasks. This course, given by Högskolan Väst, introduces the most common concepts ML and AI.
For example, in healthcare an ML algorithm can be used to predict a diagnosis based on the patient’s data. An autonomous vehicle can employ an AI algorithm to decide whether to apply emergency breaking. Fraud and money laundering can also be successfully identified by AI and ML technology when used by a financial institution. Successful deployment of this technology requires understanding of application areas of different AI and ML algorithms and their performance characteristics.
Kursen genomförs helt digitalt mellan vecka 17 – 22 (april – maj 2022).
Kunskap och förståelse
Efter avslutad kurs ska studenten kunna:
- Beskriva olika typer av ML- och AI-algoritmer och deras tillämpningsområden.
- Förklara olika typer av indata för algoritmer.
- Diskutera testning och validering av ML- och AI-algoritmer
