SPSS
Learn essential statistical tests and analyses using SPSS, including Chi-Square, ANOVA, regression, and survival analysis, with practical examples and beginner-friendly tutorials.
Biostatistics and Research Methodology
Comprehensive exploration of biostatistics and research methodology, covering statistical concepts, sampling techniques, hypothesis testing, and research design for pharmacy students.
The Statue in the Stone: How Dynamical Systems Discover Environmental Patterns
Explores how complex systems adapt to environmental patterns, favoring stable configurations that match external forces. Illustrates with toy models and swarm-robotics experiment.
Excel Skills
Enhance data analysis skills with time-series plots, matrix-to-vector conversion, vlookup, histograms, text data import, and correlation techniques in Excel.
Building a Personalised Attrition Recommendation System
Comprehensive guide to building an attrition recommendation system, covering data analysis, predictive modeling, and strategy development to prevent employee churn and improve workforce retention.
PLATYPUS - Software-Based Power Side-Channel Attacks on x86
Explore software-based power side-channel attacks on x86 systems, including measurement techniques, KASLR, correlation methods, and mitigation strategies.
Blackhat EU 2013- Power Analysis for Cheapskates
Explore power analysis attacks on embedded systems, from basic concepts to advanced techniques. Learn practical methods for implementing these attacks using affordable tools and hardware setups.
Data Analysis with Pandas
Learn essential Pandas techniques for data analysis, including data manipulation, correlation analysis, and visualization, to enhance your Python data science skills.
Tableau Business Intelligence - Advanced Techniques and Dashboard Creation
Master advanced Tableau techniques for creating insightful dashboards. Learn to analyze world population data, explore USA colleges, and develop powerful visualizations for real-world business scenarios.
Correlation Scenarios and Correlation Stress Testing
Explore advanced techniques in financial risk management, focusing on correlation scenarios and stress testing methodologies for enhanced wealth management strategies.
Independence Tests and Dependence Measures for Unbiased and Biased Samples
Explore independence tests and dependence measures for unbiased and biased samples. Learn statistical techniques to analyze relationships between variables in genomic data.
Identifying Functional Brain Networks with Conditional Independence Graphs
Explore advanced techniques for constructing functional brain networks using conditional independence graphs and partial correlation, addressing limitations of traditional correlation methods.
Running Basic Statistical Analysis in R
Learn to perform essential statistical analyses in R, including correlation, linear modeling, t-tests, and heatmaps. Ideal for beginners seeking to leverage R's powerful command-line interface for data analysis.
All Your Cloud Are Belong To Us – Hunting Compromise in Azure
Explore cloud security vulnerabilities, attack tactics, and proactive measures for Azure and AWS. Learn about hunting compromised systems and securing cloud marketplaces.
Acing the IOC Game - Toward Automatic Discovery and Analysis of Open-Source Cyber Threat Intelligence
Explore automatic discovery and analysis of open-source cyber threat intelligence, focusing on IOC generation, correlation analysis, and impact on security.
Counter-RAPTOR - Safeguarding Tor Against Active Routing Attacks
Explore techniques to protect Tor against active routing attacks, including a new guard relay selection algorithm and a real-time BGP monitoring system for detecting routing anomalies.
Know Thy Operator
Explore industrial process data analysis, machine learning techniques, and behavior-based event detection systems for improved facility monitoring and state-of-health assessment.
Statistics 101 for System Administrators
Python for sysadmins: Analyze system data using statistics, scipy, and matplotlib. Learn to parse logs, calculate distributions, find correlations, and create informative plots to quickly identify performance issues.
Tabs, Spaces and Salaries - A Data Science Detective Story
Uncover the mystery behind the correlation between indentation styles and developer salaries in this data science investigation, exploring correlation pitfalls, model fitting, and biases.
Efficient Detection of Multivariate Correlations in Static and Streaming Data
Discover efficient algorithms for detecting multivariate correlations in data systems, exploring novel approaches that outperform existing methods by analyzing static and streaming datasets.
Machine Learning Algorithms for Student Success Prediction in Higher Education
Explore how machine learning algorithms predict student academic performance by analyzing attendance patterns, responsibility factors, and generational differences across IT studies.