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.

DeepLearning.AI
Skills you'll gain: Retrieval-Augmented Generation, Multimodal Prompts, Embeddings, Large Language Modeling, Generative AI, Data Processing, Data Pipelines, Image Analysis, Prompt Engineering, Unstructured Data, Natural Language Processing, Text Mining, Computer Vision, Vector Databases, Data Capture, Sampling (Statistics)
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: International Financial Reporting Standards, Market Dynamics, Environmental Social And Corporate Governance (ESG), Ethical Standards And Conduct, Governance, Business Ethics, Financial Reporting, Cost Benefit Analysis, Cost Accounting, Consolidation, Intercompany Accounting, Corporate Accounting, Technical Accounting, Corporate Sustainability, Financial Data, Profit and Loss (P&L) Management, Decision Making, Financial Accounting, Business Strategies, Finance
Beginner · Specialization · 3 - 6 Months

Board Infinity
Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Asset Management, Risk Management, Risk Management Framework, Investments, Governance Risk Management and Compliance, Financial Market, Risk Mitigation, Behavioral Economics, Risk Analysis, Performance Measurement, Capital Markets, Performance Analysis, Decision Making
Beginner · Course · 1 - 3 Months

Skills you'll gain: Claims Processing, Insurance and Warranty Claims Processing, Insurance, Underwriting, Regulatory Compliance, Insurance Policies, Regulatory Requirements, Law, Regulation, and Compliance, Lending and Underwriting, Regulation and Legal Compliance, Compliance Management, Risk Analysis, Risk Management Framework, Compliance Training, Customer Complaint Resolution, Risk Mitigation, Risk Management, Customer Advocacy, Contract Review, Financial Services
Mixed · Course · 1 - 3 Months

Skills you'll gain: Working Capital, Corporate Finance, Financial Management, Portfolio Management, Financial Analysis, Cash Flows, Business Valuation, Portfolio Risk, Investment Management, Cash Flow Forecasting, Equities, Risk Analysis, Inventory Control, Accounts Receivable, Risk Management, Investments, Business Strategies, Securities (Finance), Financial Policy
Mixed · Course · 1 - 4 Weeks

Skillshare
Skills you'll gain: Database Development, Dashboard, Database Design, Database Software, Relational Databases, Databases, Database Management, Data Visualization, Workflow Management, Consolidation, Productivity Software, Data Management, Computational Logic
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Non-Verbal Communication, Empathy & Emotional Intelligence, Mentorship, Emotional Intelligence, Personal Development, Self-Awareness, Interpersonal Communications, Social Skills, Team Collaboration, Coaching, Empathy, Resilience, Leadership, Teamwork, Professionalism
Intermediate · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Surveys, Statistical Hypothesis Testing, Survey Creation, Quantitative Research, Statistical Analysis, Marketing Analytics, Market Research, Statistical Methods, Data Analysis, Probability & Statistics, Marketing, Data-Driven Marketing, Business Research, Analytics, Statistical Modeling, Target Market, Market Analysis, Regression Analysis, Sampling (Statistics), Sample Size Determination
Intermediate · Course · 1 - 4 Weeks

University of Alberta
Skills you'll gain: Reinforcement Learning, Machine Learning Methods, Deep Learning, Feature Engineering, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Supervised Learning, Artificial Neural Networks, Model Optimization, Model Training, Algorithms, Pseudocode, Linear Algebra, Network Architecture, Probability Distribution
Intermediate · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Statistical Inference, Business Analytics, Descriptive Statistics, Sampling (Statistics), Statistics, Data-Driven Decision-Making, Data Analysis, Statistical Reporting, Data Presentation, Quantitative Research, Analytical Skills, Statistical Analysis, Statistical Methods, Descriptive Analytics, Microsoft Excel, Exploratory Data Analysis, Probability & Statistics, Estimation, Statistical Visualization, Decision Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Technical Analysis, Equities, Portfolio Management, Investment Management, Tax Management, Tax Planning, Financial Market, Private Equity, Investments, Market Trend, Market Data, Business Valuation, Financial Analysis, Market Analysis, Operational Analysis, Financial Trading, Return On Investment, Trend Analysis, Income Tax, Performance Analysis
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: PyTorch (Machine Learning Library), Reinforcement Learning, Deep Learning, Model Optimization, Large Language Modeling, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Fine-tuning, Model Training, Agentic systems, Machine Learning Algorithms, Machine Learning, Python Programming, Applied Machine Learning, Natural Language Processing, Performance Tuning, Algorithms, Model Evaluation, Data Analysis
Intermediate · Specialization · 3 - 6 Months