Machine Learning (Polimi Open Knowledge)
The MOOC provides a general overview of the main methods in the machine learning field. Starting from a taxonomy of the different problems that can be solved through machine learning techniques, the MOOC briefly presents some algorithmic solutions, highlighting when they can be successful, but also their limitations. These concepts will be explained through examples and case studies.
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
An overview of the techniques that are transforming many industries and will change our lives.
| Provided By | Politecnico di Milano |
| Type of provider | HE Institution |
| Provided at | https://www.pok.polimi.it/ |
| Learning opportunity type | MOOC |
| Language | en |
| Home page | https://www.pok.polimi.it/courses?search_query=AI105 |
| Start date | 2022-02-21 |
| End date | 2023-01-22 |
| Duration | 11 |
| Workload in hours | 8 |
| Admission procedure | Open to all |
| Price details | You can access the course absolutely free of charge. |
| Assessments | The final grade for the course is based on results from your responses to the quizzes you will find at the end of each week (weekly quizzes). You will successfully complete the course if you reach 60% (or more) of the total score by the end of the edition. The course’s total score will be calculated by averaging the scores of the assessed quizzes for each individual week. |
| Type of credential | Certificate of participation |
| ISCEDF Code | 0619 - Information and Communication Technologiesn.e.c. |
| Education subject | 061 Information and Communication Technologies (ICTs) 0619 Information and Communication Technologies not elsewhere classified 071 Engineering and engineering trades 0714 Electronics and automation |
| Learning settings | non formal learning |
| Learning outcomes | No data available |
| Related skill | http://data.europa.eu/esco/skill/8369c2d6-c100-4cf6-bd83-9668d8678433 |
| Related skill | No data available |
| Related skill | No data available |
| Related skill | No data available |
| Related skill | http://data.europa.eu/esco/skill/e465a154-93f7-4973-9ce1-31659fe16dd2 |
| Related skill | No data available |
| Related skill | No data available |
| Related skill | No data available |
| Related skill | No data available |
| Related skill | http://data.europa.eu/esco/skill/54924a2c-daca-40d3-9716-4b38ceb04f38 |
| Related skill | No data available |
| Assessor type | artificial intelligence |
| Assessment format | automatic grading |
| Awarding opportunity | The Certificate of Accomplishment will be released to anyone who successfully completes the course by answering correctly to at least 60% of the questions by the end of the edition. You will be able to download the Certificate of Accomplishment directly on the website. Once you have successfully passed the course, you can request the Certificate of Accomplishment without waiting for the end of the edition. The Certificate of Accomplishment does not confer any academic credit, grade or degree. |
