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.

University of Pittsburgh
Skills you'll gain: Data Storytelling, Data Presentation, Dashboard, Interactive Data Visualization, Data Visualization Software, Data Visualization, Time Series Analysis and Forecasting, Tableau Software, Network Analysis, Data Analysis, Matplotlib, Statistical Analysis, Seaborn, Pandas (Python Package), Social Network Analysis, Graph Theory, Forecasting, Python Programming
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Extract, Transform, Load, Data Transformation, Data Integration, Web Scraping, Data Pipelines, JSON, Object Oriented Programming (OOP), Extensible Markup Language (XML), Data Modeling, Application Programming Interface (API), Relational Databases
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Professional Development, Cultural Diversity, Adaptability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Rmarkdown, Knitr, Exploratory Data Analysis, Dimensionality Reduction, Ggplot2, Plotly, Data Visualization, Data Visualization Software, Statistical Visualization, Data Storytelling, Statistical Analysis, Generative AI, R Programming, Correlation Analysis, Data Analysis, Tidyverse (R Package), Scatter Plots, Descriptive Statistics, Data Cleansing, Data Preprocessing
Beginner · Course · 1 - 3 Months

Skills you'll gain: Expense Reports, Spreadsheet Software, Microsoft Excel, Data Visualization, Financial Data, Excel Formulas, Accounting and Finance Software, Financial Acumen, Data Import/Export, Finance, Data Management
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Network Protocols, Collaborative Software, Dynamic Host Configuration Protocol (DHCP), Session Initiation Protocols, Network Routing, System Configuration, Telecommunications, Configuration Management, Network Performance Management, Endpoint Security, Cloud Management, Communication Systems, Digital Communications, User Provisioning, Software Installation
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Adobe Illustrator, Typography, Design Software, Graphical Tools, Adobe Creative Cloud, Design Elements And Principles, Layout Design
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, LangChain, Large Language Modeling, Data Quality, Model Deployment, Data Ethics, No-Code Development, Model Evaluation, Responsible AI, Application Development, Transfer Learning, Application Programming Interface (API)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Business Modeling, Collaborative Software, Virtual Teams, Team Building, Business Process, Business Strategy, Project Design, New Business Development, Business Development, Business Planning, Feasibility Studies, Project Implementation, Case Studies
Beginner · Guided Project · Less Than 2 Hours
Google Cloud
Skills you'll gain: Calendar Management, Google Workspace, Setting Appointments, Organizational Skills, Scheduling, Collaborative Software, Event Management, Data Sharing
Beginner · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Microsoft Power Platform, Power Apps Component Framework, Power Platform CLI, Microsoft Power Automate/Flow, Development Environment, Microsoft Azure, Power BI, Data Modeling, Technical Design, Solution Architecture, Business Logic, Platform As A Service (PaaS), Microsoft 365, No-Code Development, Data Architecture, Cloud Development, Authentications, Application Development, Authorization (Computing), Business Workflow Analysis
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: ChatGPT, Machine Learning Methods, Data Mining, Generative AI, Recurrent Neural Networks (RNNs), Data Preprocessing, Python Programming, Machine Learning Algorithms, Data Manipulation
Advanced · Course · 1 - 4 Weeks