Security + Cloud + Machine Learning For Security Engineers
We can’t talk about security without mentioning cloud and machine learning any more. The current challenge the security industry faces is coming from the fact that there are too much of data to process to find anomalies in the systems and networks. Using human analysts to defend your network against hackers are not a viable option anymore. First, there are not enough human talents out there. Second, by nature, human analysts are not efficient in ROI perspective. Machine learning is not a good-to-have tool for security operation, it is a must-have.
This training course will give you a good idea about how the typical machine learning model building process looks like. Good model comes from good data and good data come from good sensors. We will focus on the sensors in the beginning and move on to the heuristic detections over the collected telemetry. Finally, we will discuss usual method to build solid machine learning model upon collected data. This course will provide POC level starting point for your corporate’s machine learning project or can give inspirations on how you can apply the methodology to your problem domain.