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: Cloud Engineering, Load Balancing, Cloud Infrastructure, Cloud Computing Architecture, Virtual Networking, Security Management, Security Controls, Event Monitoring, Cloud Applications, Identity and Access Management, Key Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Dashboard, Data Visualization Software, Data Visualization, Statistical Visualization, Plot (Graphics), Interactive Data Visualization, Data Presentation, Graphing, Data Preprocessing, Data Manipulation, Scatter Plots, Data Wrangling, Data Analysis, Data Modeling, Software Installation, Data Integration, Data Access
Beginner · Course · 1 - 3 Months

Politecnico di Milano
Skills you'll gain: Calculus, Mathematical Software, Applied Mathematics, Derivatives, General Mathematics, Mathematical Theory & Analysis, Geometry, Graphical Tools, Graphing
Intermediate · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: Experimentation, Research Design, Statistical Modeling, Machine Learning Methods, Statistical Methods, Applied Machine Learning, Supervised Learning, Logistic Regression, Predictive Modeling, Machine Learning Algorithms, Statistical Programming, Model Training, Statistical Analysis, Statistical Inference, Simulation and Simulation Software, Probability & Statistics, Data Science, Data Visualization, Simulations, Data Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: 3D Modeling, Computer Graphic Techniques, Game Design, Graphical Tools, Model Optimization, Design Software, Prototyping, Conceptual Design, Design Elements And Principles
Intermediate · Course · 3 - 6 Months

Northeastern University
Skills you'll gain: Recurrent Neural Networks (RNNs), Large Language Modeling, Natural Language Processing, Hugging Face, PyTorch (Machine Learning Library), Transfer Learning, Artificial Neural Networks, Machine Learning Methods, Generative Model Architectures, Data Preprocessing, Deep Learning, Markov Model, Model Optimization, Model Training
Mixed · Course · 1 - 3 Months

National Taiwan University
Skills you'll gain: Regression Analysis, Statistical Modeling, Statistical Methods, Plot (Graphics), Statistical Programming, Data Visualization, R Programming, Box Plots, Statistical Visualization, R (Software), Histogram, Statistical Analysis, Case Studies, Business Analytics, Statistical Software, Predictive Modeling, Analytics, Data Analysis, Variance Analysis
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Team Leadership, Leadership Studies, Leadership and Management, Management Training And Development, Emotional Intelligence, Organizational Leadership, Strategic Leadership, Communication Strategies, Team Management, Empathy & Emotional Intelligence, Business Leadership, Leadership, Personal Development, Leadership Development, People Development, Verbal Communication Skills, Conflict Management, Business Ethics, Verbal Strategic Communication, Professional Development
Mixed · Course · 1 - 3 Months

Skills you'll gain: Dashboard, Data Storytelling, Data Presentation, Dashboard Creation, Business Reporting, Responsible AI, Storytelling, Report Writing, Data Visualization, Interactive Data Visualization, Presentations, Financial Reporting, Generative AI, Financial Data, Technical Communication, Microsoft Excel, Financial Modeling, Data Ethics, Data Visualization Software, Strategic Communication
Advanced · Course · 1 - 3 Months

Skills you'll gain: Inventory Management System, Inventory Management, Retail Management, Inventory and Warehousing, Retail Store Operations, Inventory Control, Inventory Control Systems, Supply Chain Systems, Product Management, Supply Chain, Supply Management, Packaging and Labeling, Supply Chain Management, Supply Chain Planning, Product Lifecycle Management, Data-Driven Decision-Making, Operational Efficiency, Customer Success Management, Business, Coordination
Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: AI Enablement, AI literacy, Software Documentation, Scenario Testing, Document Management, Artificial Intelligence, AI Workflows, Collaborative Software, AI Integrations, Document Control, Content Development and Management, Content Management, Digital Content
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Image Analysis, Convolutional Neural Networks, Model Evaluation, Applied Machine Learning, Deep Learning, Model Training, Computer Vision, Artificial Neural Networks, Machine Learning Methods, Data Preprocessing, Performance Tuning, Network Architecture
Beginner · Course · 1 - 4 Weeks