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: Music, Media Production, Post-Production, Collaborative Software, Digital Signal Processing, Computer Hardware, Editing
Beginner · Course · 1 - 3 Months

Skills you'll gain: Electric Power Systems, Energy and Utilities, Electrical Power, Network Protocols, Electrical Substation, Internet Of Things, Cloud Computing, System Monitoring, Cloud Management, Network Infrastructure, Interoperability, Operations Support Systems, Wireless Networks, Electrical Engineering, Cybersecurity, Power Electronics, Electrical Equipment, TCP/IP, Information Technology, Electronics Engineering
Intermediate · Specialization · 3 - 6 Months

Microsoft
Skills you'll gain: Meeting Facilitation, Delegation Skills, Team Performance Management, Constructive Feedback, Trustworthiness, Performance Appraisal, Goal Setting, Performance Review, Employee Coaching, Emotional Intelligence, Performance Management, Accountability, Accountability Frameworks, Collaborative Software, Discussion Facilitation, Microsoft Teams, Microsoft Copilot, Employee Performance Management, Leadership and Management, Performance Analysis
Intermediate · Professional Certificate · 1 - 3 Months
University of Michigan
Skills you'll gain: Database Design, SQL, Relational Databases, PostgreSQL, Database Systems, Database Theory, Database Management, Data Modeling, Databases, Database Management Systems, Query Languages, Data Integrity
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Model Evaluation, Machine Learning Algorithms, Data Visualization, Model Optimization, Scikit Learn (Machine Learning Library), Matplotlib, Data Literacy, Tableau Software, Plot (Graphics), Data Presentation, Interactive Data Visualization, Data Visualization Software, Unsupervised Learning, Exploratory Data Analysis, Pandas (Python Package), Seaborn, Data Preprocessing, Model Training, Machine Learning, Python Programming
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: SQL, Database Systems, Database Theory, Database Management, Query Languages, Database Design, Relational Databases, Database Administration, Database Application, Database Development, Data Access, Data Science, Data Analysis, Data Manipulation, Data Modeling, Data Integrity
Build toward a degree
Beginner · Course · 1 - 3 Months

Skills you'll gain: Android Jetpack, Android Development, Android (Operating System), Kotlin, Mobile Development, Application Development, UI Components, Object-Relational Mapping, Software Design, User Interface (UI) Design, User Interface (UI), Game Design, Event-Driven Programming, Data Persistence, Code Reusability, Databases, Database Design, Data Architecture, Data Modeling
Intermediate · Course · 1 - 3 Months

University of Minnesota
Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Simulations, Operations Research, Probability Distribution, Mathematical Modeling, Supply Chain Planning, Supply Chain, Probability, Predictive Modeling, Statistical Methods, Data Preprocessing, Transportation, Supply Chain, and Logistics, Business Modeling, Simulation and Simulation Software, Model Training, Business Analytics, Workforce Management, Analytics, Predictive Analytics
Beginner · Specialization · 3 - 6 Months
University of California, Davis
Skills you'll gain: Data Visualization, Advanced Analytics, Tableau Software, Data Visualization Software, Graphing, Data Mapping, Predictive Analytics, Histogram, Scatter Plots, Exploratory Data Analysis, Geospatial Mapping, Data Analysis, Forecasting
Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Data Encryption Standard, Public Key Infrastructure, Cryptography, Brute-force attacks, Key Management, Advanced Encryption Standard (AES), Cryptographic Protocols, Encryption, Data Integrity, Cybersecurity, Computer Security, Information Assurance, Authentications, Theoretical Computer Science, Data Security, Threat Modeling, Communication Systems, Algorithms, Digital Communications
Intermediate · Specialization · 3 - 6 Months
Amazon Web Services
Skills you'll gain: Serverless Computing, AWS Identity and Access Management (IAM), Event-Driven Programming, Solution Architecture, Cloud Computing Architecture, Cloud Solutions, User Accounts, Identity and Access Management, Amazon Web Services, Software Architecture, IT Security Architecture, Back-End Web Development, API Gateway, Hybrid Cloud Computing, Cloud Engineering, Systems Architecture, Enterprise Architecture, Cloud Management, Data Analysis, Data Visualization
Intermediate · Course · 1 - 4 Weeks
Madecraft
Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Cash Flow Forecasting, Excel Formulas, Financial Modeling, Cash Management, Spreadsheet Software, Financial Forecasting, Financial Reporting, Financial Data, Accounting and Finance Software, Cash Flows, Finance, Forecasting, Dashboard Creation, Business Reporting, Financial Analysis, Management Reporting, Data Analysis, Business Operations
Beginner · Course · 1 - 3 Months