ABOUT THE PROGRAM
The course covers the following topics:
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It’s important to improve the accordion’s behaviour
The Why and How
- Types of anomalies
- Applications of anomaly detection
- Types of search engines
Probability and Geometry in the use of anomaly detection
- Common models for anomaly detection
- Applying extreme value analysis
- Implement anomaly detection with Python
The Linear Models
- Linear regression models
- The use of support vectors for anomaly detection
- Using the LOF model
- K nearest neighbor and K means models for anomaly detection
Supervised learning and classifications
- The cost sensitive algorithm
- The resampling and boosting methods
Working with Streams
- Statistical process control
- The auto regressive model
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About CYBERPRO was founded in cooperation with international information security and instruction authorities who bring to Israel world-leading cyber training technologies and a learning experience of the highest standard available today.
The partners include the IITC group which has been training graduates for the high tech industry for over 20 years, and was selected as the training center for the Cisco Company in Israel.
CYBERPRO’s advanced, sought-after training courses in the areas of infrastructures, information security and cyber are world famous. These training courses were developed by some of the best cyber experts in the world, for international security organizations that emphasize the high training capabilities, the professional learning methods and the unique training and practice technologies. Our connection with international groups allows our students to be exposed to unique employment opportunities in Israel and abroad.
The training and learning tracks are all based much hands-on practice and preparation for the industry and profession requirements, so they include technological labs and practice sessions using one of the most advanced simulators in the world.