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.

Coursera
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Data Flow Diagrams (DFDs), Prompt Engineering, AI Integrations, Generative AI, Embeddings, Diagram Design, Large Language Modeling, Vector Databases, Data Pipelines, Applied Machine Learning
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Supervision, Team Performance Management, Emotional Intelligence, Trustworthiness, Employee Coaching, Team Leadership, Professionalism, Personal Development, Leadership, Constructive Feedback, Coaching, Influencing, Accountability, Team Management, Rapport Building, People Development, Leadership Development, Leadership and Management, Teamwork, Communication
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Matplotlib, Plot (Graphics), NumPy, Pandas (Python Package), Applied Machine Learning, Python Programming, Scikit Learn (Machine Learning Library), Data Visualization, Supervised Learning, Feature Engineering, Machine Learning, Natural Language Processing, Model Optimization, Machine Learning Algorithms, Text Mining, Data Manipulation, Predictive Modeling, Model Training, Unsupervised Learning, Data Management
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Unix, Unix Commands, Network Protocols, Unix Shell, Network Troubleshooting, TCP/IP, OS Process Management, File Management, General Networking, File Transfer Protocol (FTP), Network Administration, Network Routing, OSI Models, Computer Networking, Operating Systems, Network Security, System Programming, Communication Systems, Network Architecture
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Model Optimization, Text Mining, Artificial Neural Networks, Natural Language Processing, Classification Algorithms, Model Training, Deep Learning, Applied Machine Learning, Machine Learning, Calculus
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cost Accounting, Business Process Reengineering, Lean Manufacturing, Management Accounting, Cost Management, Operational Efficiency, Cost Reduction, Process Improvement, Continuous Improvement Process, Performance Improvement, Benchmarking, Supply Chain Management, Enterprise Resource Planning
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Credit Risk, Risk Modeling, Financial Modeling, Lending and Underwriting, Financial Data, Financial Analysis, Financial Statement Analysis, Equities, Financial Forecasting, Financial Statements, Working Capital, Financial Accounting, Cash Flows, Banking, Market Trend, Financial Regulation, Balance Sheet, Income Statement
Mixed · Course · 1 - 3 Months

Coursera
Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Sample Size Determination, Statistical Analysis, Statistical Reporting, Statistics, Data Analysis, Statistical Methods, A/B Testing, Statistical Software, Estimation, Conversion Funnel Analysis, Business Analysis, Probability & Statistics, Stakeholder Communications, Decision Making, Business Communication
Intermediate · Course · 1 - 4 Weeks
Alberta Machine Intelligence Institute
Skills you'll gain: Generative AI Agents, Generative AI, Generative Model Architectures, Agentic systems, LLM Application, Agentic Workflows, LangChain, AI Workflows, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Model Training, Google Cloud Platform, PyTorch (Machine Learning Library), System Monitoring, Embeddings, Deep Learning, Model Optimization, Fine-tuning, Model Evaluation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Economics, Market Dynamics, Business Economics, Supply And Demand, Consumer Behaviour, Tax, Market Analysis, Economics, Policy, and Social Studies, Cost Benefit Analysis, Cost Accounting, Competitive Analysis, Revenue Management, Production Process, Production Management, Branding, Resource Allocation
Mixed · Course · 1 - 3 Months

EDUCBA
Skills you'll gain: Verification And Validation, Data Structures
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: OAuth, Microservices, Spring Framework, Spring Boot, Containerization, Application Deployment, Apache Kafka, Development Testing, Software Testing, Docker (Software), Kubernetes, Unit Testing, Authentications, Integration Testing, Data Access, Software Architecture, Secure Coding, Restful API, Java Programming, Java
Intermediate · Course · 1 - 3 Months