Plan Szkolenia
Introduction
Anomaly Detection
- Types of anomalies
- Causes of anomalies
- Zscore, Dbscan, and isolation forest
Anomaly Detection Algorithms
- Univariate space
- Low-dimensional space
- High-dimensional space
Preparing the Development Environment
- Installing and configuring SAS
Univariate Space
- Working with algorithms
- Masking and swamping effects
Low-Dimensional Space
- Working with algorithms
High-Dimensional Space
- Working with algorithms
Summary and Conclusion
Wymagania
Opinie uczestników (5)
Zadania do zrealizowania samodzielnie oraz późniejsze wspólne rozwiązywanie
Katarzyna Kopysc-Falenta - CapGemini
Szkolenie - Data Analysis with Python, Pandas, and Numpy
Przekazanie wiedzy praktycznej oraz doświadczeń trenera.
Rumel Mateusz - Pojazdy Szynowe PESA Bydgoszcz SA
Szkolenie - GUI Programming with Python and PyQt
Przetłumaczone przez sztuczną inteligencję
The pace was just right and the relaxed atmosphere made candidates feel at ease to ask questions.
Rhian Hughes - Public Health Wales NHS Trust
Szkolenie - Introduction to Data Visualization with Tidyverse and R
Trener był bardzo dostępny, aby odpowiedzieć na wszystkie pytania, które zadałem
Caterina - Stamtech
Szkolenie - Developing APIs with Python and FastAPI
Przetłumaczone przez sztuczną inteligencję
It was a though course as we had to cover a lot in a short time frame. Our trainer knew a lot about the subject and delivered the content to address our requirements. It was lots of content to learn but our trainer was helpful and encouraging. He answered all our questions with good detail and we feel that we learned a lot. Exercises were well prepared and tasks were tailored accordingly to our needs. I enjoyed this course