Karabo Malibe
Computer Science at University of limpopo
South Africa
Hi, I'm Karabo Malibe!
Finance IT Intern at Dwarsrivier Chrome Mine
Dedicated about algorithms, analytics, logic, statistics, with the knowledge of computer science fundamentals and experience in computer networking, software development, Html, C++, Java, JavaScript, Python, and SQL as programming language skills. My interest in computer and data sciences comes as a result of being enthusiastic about data analysis, technical, programming and solution finding.
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Projects
INVESTIGATING HOW MACHINE LEARNING TECHNIQUES CAN DETECT AND PREVENT INTRUSION IN WIRELESS SENSOR NETWORKS.
•Team Leader
One way to stop hostile attacks is to use an intrusion detection system. Furthermore, the tools and techniques used by attackers are constantly evolving. Installing a reliable intrusion detection system, on the other hand, is a challenging task. On the basis of the Knowledge Discovery in incursion dataset, this study conducted and analysed a number of experiments to evaluate several machine learning classifiers. The evaluation of the chosen classifiers using a number of performance indicators was successful. By concentrating on false positive and false negative performance metrics, the objective was to raise the intrusion detection system's detection rate. The trials revealed that the random forest classifier had the highest average accuracy rate while the decision table classifier had the lowest false negative rate.
Languages
English
Skills
System Deployment
.Net Framework
Network Design Engineer
Data Analytics Developer
Time Management
C# Developer
LAN Switching
WAN Optimization
Statistical Analysis
Python Data
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