Kursbeskrivning
Machine Learning - From zero to hero
You've already made the first step - data collection. You've gathered lots of it but don't know how to utilise it in order to predict, optimise and control the future. Infotiv has developed a new hands-on course to get you started on your quest for mining value out of your precious data.
The data doesn't lie, and you know it. Applying machine learning algorithms to analyse your data enables you to extract complex information otherwise not possible to comprehend.
With trained software instead of coded software you can develop truly smart functionality. Let data drive your decisions and you'll be ahead of the curve. Data-driven businesses provide more value to their customers while keeping development costs low.
Kommande kursstarter
Kursöversikt
This course aims to give deep knowledge about Machine Learning (ML):
- What it is.
- What it is not.
- When to apply it.
- How to apply it.
Upon completion of the course, the user should be comfortable in training and applying ML.
- The course covers every stage of the Data Science Lifecycle, including verification & validation of ML.
- Learn how to put Machine Learning into practice and how to verify your Machine Learning solution.
- Apply ML in practice, both virtually and on embedded target environment.
Efter genomförd utbildning
The Infotiv Machine Learning course gives the student the theoretical and practical knowledge in training models. The student will also get basic understanding on the challenges in testing functionality based on ML.
Upplägg
During the course, the participants will be able to practice on all steps necessary to train, test (verify), integrate (on HW), and validate a machine learning model.
The exercises will be split over the two days. The first day covers exercise setting up the workflow and training an initial model and the second day handles testing and deployment. After completing the course, each participant will be allowed to bring home the Raspberry Pi containing their trained and tested model.
Förkunskaper
To get the most from the course basic knowledge in Python as well as in concepts surrounding software development is desired.
Intresseanmälan
AFFÄRSIDÉ, VISION OCH SIGNUM
Infotiv hjälper företag att förkorta utvecklings- och innovationsprocessen. Vi erbjuder konsulttjänster och teknologi så att produkter och människor utvecklas snabbare. Vi utvecklar egen teknologi och utbildningar för att ligga i framkant och kunna möta den moderna industrins behov. Välkommen till ett vinnande...