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.

Skills you'll gain: Data Preprocessing, Dimensionality Reduction, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Tensorflow, Artificial Intelligence, Model Evaluation, Data Cleansing, Jupyter, Python Programming, Applied Machine Learning, Artificial Neural Networks, Scikit Learn (Machine Learning Library), Machine Learning, Matplotlib, Supervised Learning, Exploratory Data Analysis, Statistical Analysis
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Creative Design, Design Elements And Principles, Graphical Tools, Digital Design, Graphics Software, Storytelling, Creativity, Color Theory
Mixed · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: Program Evaluation, Policy Analysis, Project Design, Public Policies, Program Development, Resource Allocation, Social Impact, Systems Thinking, Needs Assessment, Project Management, Qualitative Research, Stakeholder Engagement
Build toward a degree
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Crisis Management, Threat Management, Resilience, Infrastructure Security, Business Ethics, Threat Detection, Risk Management, Emergency Response, Systems Thinking, Disaster Recovery, Hazard Analysis, Organizational Strategy, Organizational Change, Ethical Standards And Conduct, Complex Problem Solving, Risk Analysis, Industrial and Organizational Psychology, Decision Making, Leadership
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Data Visualization, Statistical Analysis, Statistical Methods, Data Science, Data Analysis, Histogram, Statistical Visualization, Pandas (Python Package), NumPy, Statistical Inference, Probability, Model Evaluation, Correlation Analysis
Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Crisis Management, Systems Thinking, Disaster Recovery, Contingency Planning, Systems Engineering, Stakeholder Communications, Engineering Management, Business Continuity, Resilience, Organizational Strategy, Leadership, Communication, Risk Analysis
Build toward a degree
Intermediate · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Exploratory Data Analysis, Statistical Visualization, Data Visualization Software, R Programming, Ggplot2, Plot (Graphics), Statistical Methods, Data Analysis, Unsupervised Learning, Spatial Data Analysis, Dimensionality Reduction, Graphical Tools, Color Theory, Analytics
Mixed · Course · 1 - 4 Weeks

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Relational Databases, Database Management, Databases, Database Design, SQL, Database Architecture and Administration, Database Management Systems, Query Languages, Data Modeling, Transaction Processing, Data Management, Data Integrity, Data Storage, Disaster Recovery, Information Technology, System Design and Implementation, Data Analysis, Information Architecture, Logical Reasoning, Problem Solving
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Apache Kafka, Apache Spark, Scala Programming, Real Time Data, Apache Hadoop, Data Pipelines, Apache Cassandra, Applied Machine Learning, Big Data, Data Processing, Application Deployment, Distributed Computing, Development Environment
Advanced · Course · 1 - 3 Months

Skills you'll gain: Apache Airflow, Virtual Networking, Amazon Web Services, Cloud-Native Computing, Network Architecture, Network Routing, Data Pipelines, Network Security, Microservices, Event-Driven Programming, Scalability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Technical Management, Program Management, Stakeholder Engagement, Leadership and Management, Stakeholder Management, Project Management, Technical Product Management, Risk Management, Initiative and Leadership, Technical Consulting, Professional Development, Generative AI, Drive Engagement, Communication Planning, Emotional Intelligence, Technical Communication, Project Planning, AI Enablement, Software Architecture, Technical Analysis
Intermediate · Course · 3 - 6 Months
Skills you'll gain: Motivational Skills, Accountability, Organizational Leadership, Team Leadership, Dealing With Ambiguity, Leadership, Leadership and Management, Team Performance Management, Strategic Leadership, Employee Engagement, Organizational Effectiveness, Organizational Strategy, Stress Management, Productivity, Professional Development, Time Management, Trustworthiness, Innovation, Self-Awareness
Intermediate · Course · 1 - 4 Weeks