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: Animations, Adobe After Effects, Computer Graphics, 3D Modeling, 3D Assets, Animation and Game Design, Motion Graphics, Image Quality, Visualization (Computer Graphics), Post-Production, Video Editing, Virtual Environment
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Credit Risk, Loans, Environmental Social And Corporate Governance (ESG), Risk Management, Derivatives, Financial Analysis, Risk Analysis, Portfolio Management, Financial Modeling, Financial Regulations, Compliance Management, Market Dynamics, Business Valuation, Economics, Business Modeling, Structural Analysis, Excel Formulas
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Integration, Microsoft Azure, Cloud Storage, Disaster Recovery, Data Architecture, Database Design, Data Infrastructure, Data Storage, Data Management, Cloud Security, Data Pipelines, NoSQL, Data Modeling, Encryption, Relational Databases, Scalability, Performance Tuning, Database Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Content Management Systems, Authentications, Authorization (Computing), Content Management, TypeScript, UI Components, Application Programming Interface (API), Web Analytics and SEO, Node.JS, Web Applications, Role-Based Access Control (RBAC), Web Development Tools, Software Installation, Data Modeling
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Blogs, Workflow Management, Data Visualization, User Feedback, Data Integration, Cloud-Based Integration, Google Docs, Project Management Software, Social Media Management, Content Management, Ideation, Project Management, Customer Insights, Database Management
Beginner · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Data Visualization Software, Tableau Software, Data Visualization, Data Analysis, Geospatial Mapping, Data Storytelling, Business Analytics, Data Presentation, Advanced Analytics, Spatial Analysis, Marketing Analytics, Data Science, Data Manipulation, Forecasting
Advanced · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Generative AI, Responsible AI, Google Cloud Platform, Data Modeling, Artificial Intelligence, Large Language Modeling, Business Intelligence, Deep Learning, Machine Learning, Unstructured Data
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Google Cloud Platform, Tensorflow, Kubernetes, Scalability, Application Deployment, Image Analysis, Cloud Computing, MLOps (Machine Learning Operations), System Monitoring, Cloud Management, Cloud Storage, Data Management
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Storytelling, Graphic and Visual Design, Marketing Design, Color Theory, Creative Thinking, Creative Problem-Solving
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Collaborative Software, Graphic and Visual Design Software, Infographics, Content Creation, Visual Design, Graphic and Visual Design, Creative Design
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Risk Modeling, Classification And Regression Tree (CART), Decision Tree Learning, Credit Risk, Predictive Analytics, Random Forest Algorithm, Data Processing, Feature Engineering, Financial Modeling, Data Manipulation, Data Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Supervised Learning, Performance Metric, Performance Tuning
Mixed · Course · 1 - 4 Weeks

IE Business School
Skills you'll gain: Market Dynamics, Economics, Telecommunications, Consumer Behaviour, Market Trend, Network Analysis, Business Modeling, Business Strategy, Business Strategies, Corporate Strategy
Beginner · Course · 1 - 4 Weeks