Causality Courses and Certifications

AI Institute at UofSC - #AIISC

Causal AI for Web and Healthcare

Explore causal AI applications in web and healthcare using knowledge graphs for intervention and counterfactual reasoning, model-based explainability, and domain-specific insights.

• YouTube
• 1 hour 38 minutes
• On-Demand
• Free Video

Simons Institute

Passive Learning of Causal Strategies in Language Models

Exploring passive learning of causal strategies in AI, including generalization from interventional data and the role of natural language explanations in enhancing causal understanding.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Epidemiology: The Basic Science of Public Health

26 reviews

Explore the distribution and determinants of diseases in populations, applying epidemiological concepts to real-world public health issues like cardiovascular and infectious diseases, both locally and globally.

• Coursera
• 6-7 hours
• On-Demand
• Free Online Course (Audit)

Environmental Challenges: Human Impact in the Natural Environment

10 reviews

Complexity in nature arises from a myriad of simple interactions. How can this lead to an unpredictable dynamism?

• FutureLearn
• 2 weeks
• On-Demand
• Free Online Course (Audit)

Stanford Seminar - Concepts and Questions as Programs

Exploring human-like concept learning and question-asking through program induction and synthesis, with applications in visual recognition, active learning, and cognitive modeling.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Online Course

Extending the Theory of ML for Human-Centric Applications

Exploring ML challenges in real-world applications, focusing on data manipulation, multi-objective optimization, and robustness in dynamic environments with human-centric considerations.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Data Analysis for Social Scientists

Learn data analysis techniques for social sciences, including probability, statistics, regression, experiments, and machine learning, with real-world applications and R programming instruction.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

ANOVA and Experimental Design

17 ratings at Coursera

Explore ANOVA, ANCOVA, and experimental design for data science applications. Learn key concepts like randomization, blocking, and factorial design to conduct meaningful experiments and analyze results.

• Coursera
• 1 day 15 hours 56 minutes
• On-Demand
• Free Online Course (Audit)

Durkheim and Social Facts - Foundations of Modern Social Thought

Explore Durkheim's sociological methodology, examining social facts, collective representations, and the challenges of objectively studying society's values and sentiments.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Introduction to the Four-Vector in Special Relativity - Lecture 14

Explore the four-vector concept in physics, unifying space-time coordinates and energy-momentum, with emphasis on Lorentz transformations and the invariant space-time interval.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Data Analytics for Lean Six Sigma

3328 ratings at Coursera

Aprenda técnicas de análise de dados para projetos Lean Six Sigma, incluindo visualização, distribuições de probabilidade e testes estatísticos usando Minitab, com exemplos práticos.

• Coursera
• 11 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

A Scientific Approach to Innovation Management

73 ratings at Coursera

Systematic process for assessing innovative ideas through problem-framing and data analysis. Learn to make strategic decisions, avoid pitfalls, and apply scientific approaches to innovation management.

• Coursera
• 13 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

Reality Bites: Introduction to metaphysics

14 ratings at Coursera

Explore fundamental metaphysical concepts through culinary analogies, examining existence, properties, time, causation, and composition in an accessible and engaging manner.

• Coursera
• 9 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Topics in Applied Econometrics

Explore advanced econometric models for complex data, including random regressors, panel data, and probability models. Learn to address identification, causality, and unobserved heterogeneity in empirical economic analysis.

• Coursera
• 1 day 3 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

Theories in technology evaluation

This free course, Theories in technology evaluation, is devoted to exploring and analysing the theoretical and political nature of evaluation and assessment. It introduces theories and paradigms ...

• OpenLearn
• 20 hours
• Finished
• Free Certificate