Numerical Analysis
Comprehensive exploration of numerical analysis techniques, covering interpolation, integration, differentiation, and equation-solving methods with practical examples and applications.
Earth - Stats and Data Analysis
Comprehensive statistics course covering central tendency, hypothesis testing, regression, and advanced analytical techniques for data analysis in earth sciences.
Data Analysis
Explore central tendency, data distribution, and statistical concepts using TI-84+ calculators. Learn about sampling methods and survey design for comprehensive data analysis skills.
Algebra 2 Class Topics
Comprehensive review of Algebra 2 concepts, covering sequences, functions, graphing, inequalities, and matrices. Ideal for students seeking to strengthen their algebraic skills.
Econometrics
Comprehensive econometrics course covering regression analysis, time series, heteroscedasticity, autocorrelation, and advanced estimation techniques. Includes practical exercises and exam preparation materials.
ECLR
Learn MATLAB basics, functions, data handling, and advanced techniques like GMM estimation. Explore EVIEWS for econometric analysis.
Reasoning with Data
Explore mathematical concepts like convex hulls, expected value, exponential functions, logarithms, and their applications in real-world scenarios such as polling and profit analysis.
Math for Society
Explore misleading graphs, convex regions, compactness, polls, expected value, compound interest, exponential functions, and logarithms to enhance your mathematical understanding for real-world applications.
Cross-Classified Models
Learn advanced statistical techniques for analyzing complex hierarchical data structures, focusing on model fitting, extensions, and practical applications.
The Value and Place of Qualitative Research in Science Policy-Making
Explore the role of qualitative research in shaping science policy through expert perspectives on its value, challenges, and impact on decision-making processes.
The Use of Biomarkers in Social Science Research
Explore biomarkers in social science research, covering topics from height and weight to omics data and epigenetics, and their impact on disease risk and social interactions.
Approaches to Analysing Qualitative Data - Archaeology as a Metaphor
Explore qualitative data analysis through archaeological metaphors, examining computer-assisted text analysis, knowledge archaeology, and layered approaches to longitudinal data.
Exploring Introductory Statistics
Comprehensive introduction to statistics covering probability, distributions, hypothesis testing, and data analysis techniques for various scenarios.
Math in Society
Explore voting systems, fair division, graph theory, growth models, financial math, statistics, and probability in this comprehensive applied mathematics course.
Autumn School - New Data Horizon
Explore innovative data integration, ethics, and methodological challenges in social science research, from biological data to online surveys and genetic studies.
Scientific Computing I
Explore scientific computing through Python, covering numerical methods, data analysis, and machine learning, with practical applications in physics and mathematics.
Restricted Boltzmann Machines
Explore Restricted Boltzmann Machines: their layered structure, hidden and visible layers, statistical independence, and applications in modeling high-dimensional data like images.
ICA - Independent Component Analysis
Explore Independent Component Analysis for blind source separation, covering cumulant-based methods to recover original signals from linear mixtures without prior knowledge of the mixing process.
Clustering
Discover data structure through clustering algorithms, learning to identify concentration regions and uncover hidden patterns in datasets.
ANOVA - Analysis of Variance
Learn statistical analysis techniques with Anova, covering one-way and two-way methods, calculations, notations, and test statistics for effective data interpretation.
Randomization-Based Hypothesis Testing
Learn randomization-based hypothesis testing in under an hour with Professor Christina Knudson.