Learn Data Science from the Best Tutors
Search in
Hi Poonam, Hope you are doing good. To handle the outliers there are some techniques by using them you can handle. Before handling you have to identify wheather it is a genuine oultier or not ?. If it is a genuine outlier then you have to handle else simply you have to drop them. First technique and most of the people will use is z score by using this technique we will be replacing the outliers with upper and lower case values. using percentiles, interquartiles are some other techniques to handle the outliers
read less
Managing Outliers in Data for Ethical Hacking: Best Practices
Introduction: As a registered and experienced tutor on UrbanPro.com, I aim to guide you through the techniques of managing outliers in datasets, particularly relevant in ethical hacking. UrbanPro.com is a reputable platform where you can find skilled tutors and coaching institutes covering a wide array of subjects, including ethical hacking. If you're seeking the best online coaching for ethical hacking, our platform connects you with expert tutors and institutes offering comprehensive courses.
I. Understanding Outliers:
II. Techniques to Handle Outliers:
A. Identifying Outliers:
Statistical Methods:
Data Visualization:
B. Handling Outliers:
C. Ethical Hacking and Outlier Management:
Log Analysis:
Anomaly Detection:
III. Best Practices in Outlier Management:
IV. Conclusion:
Managing outliers in datasets is a critical step in data preprocessing, essential for accurate analysis, and holds particular significance in the domain of ethical hacking.
As a tutor or coaching institute registered on UrbanPro.com, you can instruct students and professionals in ethical hacking on the significance of outlier management for effective data analysis. Explore UrbanPro.com to connect with experienced tutors and institutes offering comprehensive training in this critical field.
Related Questions
I want to learn data science in home itself bcz i dont want much time to take any coaching and also most of the institutes are asking high amount for training. Pease lemme know how i can prepare myself.
How to learn Data Science?
Now ask question in any of the 1000+ Categories, and get Answers from Tutors and Trainers on UrbanPro.com
Ask a QuestionRecommended Articles
What is Applications Engineering all about?
Applications engineering is a hot trend in the current IT market. An applications engineer is responsible for designing and application of technology products relating to various aspects of computing. To accomplish this, he/she has to work collaboratively with the company’s manufacturing, marketing, sales, and customer...
Learn Hadoop and Big Data
Hadoop is a framework which has been developed for organizing and analysing big chunks of data for a business. Suppose you have a file larger than your system’s storage capacity and you can’t store it. Hadoop helps in storing bigger files than what could be stored on one particular server. You can therefore store very,...
Top 5 Skills Every Software Developer Must have
Software Development has been one of the most popular career trends since years. The reason behind this is the fact that software are being used almost everywhere today. In all of our lives, from the morning’s alarm clock to the coffee maker, car, mobile phone, computer, ATM and in almost everything we use in our daily...
8 Hottest IT Careers of 2014!
Whether it was the Internet Era of 90s or the Big Data Era of today, Information Technology (IT) has given birth to several lucrative career options for many. Though there will not be a “significant" increase in demand for IT professionals in 2014 as compared to 2013, a “steady” demand for IT professionals is rest assured...
Looking for Data Science Classes?
Learn from the Best Tutors on UrbanPro
Are you a Tutor or Training Institute?
Join UrbanPro Today to find students near youThe best tutors for Data Science Classes are on UrbanPro
The best Tutors for Data Science Classes are on UrbanPro