As a data-driven individual with a strong focus on cyber security, I believe I possess the perfect combination of skills for your project. With my solid experience in Data Mining and proficiency in programming languages such as Python and R, handling tasks related to data like cleaning, preprocessing, and analyzing over 1000 records is second nature to me. Additionally, my expertise with statistical software like SPSS aligns well with your project's need for extensive data analysis.
Having majored in Econometrics & Statistics for my Bachelor's degree, I've been exposed to advanced data techniques that give me an edge when it comes to selecting the best fitting Machine Learning algorithms – precisely what you're looking for. Backed by my experience in Regression models - like OLS, GLS, VAR - and Forecasting models – like ARDL, ARIMA – and using popular ML models like XGBoost and Random Forest; I am confident we can employ these techniques effectively to analyze your dataset on network traffic, malware detection, and user behavior.
The strength of using econometric based-approach is how it combines statistical insights with real-life context. Hence combining that methodology with your project requirement of cyber security analysis will provide you with both robust and practical solutions. Let's create a one-stop solution for your cyber security!