Probabilistic Graphical Models courses can help you learn Bayesian networks, Markov random fields, and inference algorithms. You can build skills in modeling uncertainty, reasoning under uncertainty, and making predictions based on incomplete data. Many courses introduce tools like TensorFlow Probability and PyMC3, which are used for implementing these models and performing complex calculations, enabling you to apply your knowledge to real-world data analysis and machine learning tasks.

Skills you'll gain: Canva (Software), Graphic and Visual Design, Graphic Design, Graphical Tools, Animations, Content Creation, Social Media, Data Sharing, Typography, Collaborative Software, Marketing
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Descriptive Statistics, Data Visualization, Statistical Analysis, Data Presentation, Data Analysis, Statistical Hypothesis Testing, Statistics, Statistical Methods, Probability Distribution, Regression Analysis, Data-Driven Decision-Making, Data Science, Probability & Statistics, Statistical Inference, Correlation Analysis, NumPy, Matplotlib, Pandas (Python Package)
Mixed · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Proposal Development, Business Modeling, Innovation, Entrepreneurship, Customer Analysis, Entrepreneurial Finance, Business Valuation, Financial Modeling, Market Opportunities, New Business Development, Internal Auditing, Corporate Finance, Financial Statements, Business Strategy, Corporate Strategy, Business Planning, Corporate Accounting, Project Finance, Business Metrics, Finance
Beginner · Specialization · 3 - 6 Months
University of Pennsylvania
Skills you'll gain: Social Impact, Sustainable Business, Return On Investment, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Strategic Leadership, Business Strategies, Business Leadership, Case Studies, Decision Making, Community Development, Business Ethics, Entrepreneurship, Investments
Mixed · Course · 1 - 4 Weeks

Tableau Learning Partner
Skills you'll gain: Requirements Elicitation, Business Analysis, Business Metrics, Stakeholder Analysis, Key Performance Indicators (KPIs), Business Requirements, Stakeholder Management, User Requirements Documents, Business Process, Business Process Modeling, Data Visualization, Solution Delivery
Beginner · Course · 1 - 4 Weeks
University of Virginia
Skills you'll gain: Revenue Management, Global Marketing, Consumer Behaviour, Marketing Psychology, Customer Insights, Customer Analysis, Value Propositions, Case Studies, Market Dynamics, Market Research, Behavioral Economics, Competitive Analysis, Analysis
Beginner · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Data Governance, Data Quality, Data Integration, Data Dictionary, Data Validation, Health Informatics, Data Cleansing, Data Modeling, Extract, Transform, Load, Data Synthesis, Health Systems, Fraud detection, Data Management, Metadata Management, Health Care, Analytics, Clinical Data Management, Data Mapping, Healthcare Industry Knowledge, Value-Based Care
Intermediate · Specialization · 3 - 6 Months

Erasmus University Rotterdam
Skills you'll gain: Microsoft Excel, Excel Formulas, Data Modeling, Verification And Validation, Financial Modeling, Business Modeling, Spreadsheet Software, Technical Documentation, Product Testing, Data Validation, Data Integrity, Data Management, Organizational Skills
Intermediate · Course · 1 - 4 Weeks

New York Institute of Finance
Skills you'll gain: Credit Risk, Risk Mitigation, Risk Management, Portfolio Risk, Derivatives, Risk Analysis, Financial Analysis, Financial Market, Financial Statement Analysis, Portfolio Management, Market Trend, Balance Sheet
Beginner · Course · 1 - 3 Months

University of Virginia Darden School Foundation
Skills you'll gain: Large Language Modeling, Customer Insights, Digital Advertising, Marketing Planning, ChatGPT, Branding, Design Thinking, Keyword Research, Search Engine Marketing, Marketing Operations, Brand Awareness, Brand Strategy, Digital Marketing, Marketing Design, Generative AI, Customer experience strategy (CX), Personalized Service, Prompt Engineering, AI Personalization, Machine Learning
Beginner · Specialization · 1 - 3 Months

Starweaver
Skills you'll gain: Revenue Management, Hospitality Services, Capital Expenditure, Financial Statement Analysis, Advanced Analytics, Hospitality Management, Cost Control, Budget Management, Hospitality, Budgeting, Customer experience improvement, Hotel Operations, Financial Analysis, Performance Measurement, Financial Forecasting, Variance Analysis, Forecasting, Financial Management, Innovation, Financial Planning
Intermediate · Specialization · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Convolutional Neural Networks, Image Analysis, Data Pipelines, Data Preprocessing, Model Evaluation, Machine Learning
Intermediate · Course · 1 - 4 Weeks