Courses in Probability Theory can help you learn statistical reasoning, random variables, and probability distributions. You can build skills in hypothesis testing, regression analysis, and decision-making under uncertainty. Many courses introduce tools like R, Python, and Excel, that support analyzing data and modeling real-world phenomena. You'll explore key topics such as Bayes' theorem, expected value, and the law of large numbers, all of which are crucial for applications in fields like finance, engineering, and artificial intelligence.

The Chinese University of Hong Kong
Skills you'll gain: Model Optimization, Mathematical Modeling, Operations Research, Debugging, Computational Logic, Combinatorics, Code Reusability, Applied Mathematics, Algorithms
Intermediate · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Influencing, Employee Coaching, Coaching, Leadership, Communication, Employee Performance Management, Leadership and Management, Leadership Development, Team Leadership, Organizational Leadership, Performance Management, Strategic Decision-Making, Motivational Skills, Decision Making, Team Performance Management, Constructive Feedback, Culture Transformation, Team Collaboration, Relationship Management, Relationship Building
Beginner · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Statistical Machine Learning, Model Evaluation, Statistical Methods, Logistic Regression, Python Programming, Statistical Modeling, Supervised Learning, Machine Learning Methods, Machine Learning, Classification Algorithms, Regression Analysis, Statistical Analysis, Applied Machine Learning, Predictive Modeling, Probability & Statistics, Bayesian Statistics, Dimensionality Reduction, Statistical Hypothesis Testing, Model Optimization
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Model Evaluation, Applied Machine Learning, Unsupervised Learning, Decision Tree Learning, Artificial Neural Networks, Machine Learning Methods, Classification Algorithms, Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Random Forest Algorithm, Predictive Modeling, Applied Mathematics, Dimensionality Reduction, Statistics
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

University of Copenhagen
Skills you'll gain: International Relations, Climate Change Adaptation, Political Sciences, Environmental Issue, Environmental Policy, Advocacy, Climate Change Mitigation, Policy Analysis, Social Justice, Sustainable Development, Community Organizing, Environment, Lobbying, Diplomacy, Public Policies, Innovation, Governance
Mixed · Course · 1 - 3 Months

Università di Napoli Federico II
Skills you'll gain: Economic Development, Socioeconomics, Financial Inclusion, Policy Analysis, Research, and Development, Economics, Social and Human Services, Human Capital, Policy Analysis, Econometrics, Program Evaluation, Financial Services, Analysis, Education and Training, Entrepreneurship, Insurance, Research Methodologies
Beginner · Course · 1 - 3 Months

Alibaba Cloud Academy
Skills you'll gain: Plot (Graphics), Data Visualization Software, Big Data, Apache Hadoop, Apache Spark, Apache Hive, Distributed Computing, Data Infrastructure, Data Pipelines, Data Processing, Data Warehousing, Data Analysis, Data Integration, Cloud Security, Cloud Technologies, Artificial Intelligence and Machine Learning (AI/ML), SQL
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Probability & Statistics, NumPy, Matplotlib, Statistics, Data Visualization, Applied Machine Learning, Statistical Hypothesis Testing, Python Programming, Pandas (Python Package), Seaborn, Machine Learning, Mathematics and Mathematical Modeling, Model Optimization, Applied Mathematics, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Science, Programming Principles, Probability
Beginner · Course · 1 - 4 Weeks

Skillshare
Skills you'll gain: Cinematography, Videography, Post-Production, Color Theory, Photo/Video Production and Technology, Video Production, Visual Storytelling, Storytelling, Aesthetics
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Learning Theory, Human Learning, Motivational Interviewing, Education and Training, Pedagogy, Scientific Methods, Course Development, Communication Strategies, Research, Science and Research, Research Methodologies, Communication, Active Listening, Psychology
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Network Protocols, Communication Systems, Test Equipment, Internet Of Things, Digital Signal Processing, Wireless Networks, Integrated Development Environments, Debugging, Computational Logic, Digital Analysis, System Configuration, Program Development
Intermediate · Course · 1 - 3 Months

Corporate Finance Institute
Skills you'll gain: Regression Analysis, Correlation Analysis, Advanced Analytics, Statistical Methods, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Statistical Programming, Data Analysis Software, Model Evaluation, Supervised Learning
Advanced · Course · 1 - 3 Months