What is Feature Engineering | Feature Engineering for Web Bot Detection
An overview of feature engineering and various types of web bots. According to some estimates, bots constitute close to 50% of the overall traffic. In this introductory talk, we will cover various aspects of the detection of automated web traffic. We will start with understanding the impact of bots on an online business and various types of web bots. Finally, we will talk about the extraction of useful features for detecting bots.
Table of Contents:
0:00 – Intro
3:23 – Machine learning model lifecycle
10:15 – What is internet bot?
15:17 – More bots
17:23 – Why are bots a problem?
20:26 – Traffic trends
31:09 – Quantitative analysis
51:00 – QnA
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#FeatureEngineeringforBotDetection #FeatureEngineering #BotDetection
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