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), Logo Design, Collaborative Software, Motion Graphics, Content Creation, Graphic and Visual Design Software, Design, Business Process, Advertising
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Dimensionality Reduction, OpenAI, Application Development, Exploratory Data Analysis, Application Programming Interface (API), Text Mining, Python Programming, Data Analysis, Natural Language Processing, Data Manipulation
Intermediate · Guided Project · Less Than 2 Hours

Coursera
Skills you'll gain: Logo Design, Digital Design, Graphic Design, Design Software, Branding, Digital Publishing, Data Visualization, Marketing, Creative Design, Presentations, Project Design
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Keras (Neural Network Library), Deep Learning, Image Analysis, Artificial Neural Networks, Computer Vision, Natural Language Processing, Text Mining, Network Architecture, Data Processing
Intermediate · Course · 1 - 4 Weeks

Technical University of Munich (TUM)
Skills you'll gain: Workforce Management, Production Process, Digital Transformation, Automation, Social Sciences, Organizational Structure, Socioeconomics, Organizational Change, Trend Analysis, Technology Strategies, World History, Emerging Technologies, Sociology, Innovation, Storytelling, Demography, Economics
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Canva (Software), Graphic and Visual Design, Graphic Design, Virtual Environment, Design Software, Collaborative Software, Developing Training Materials, Teaching, Collaboration, Content Creation, User Accounts
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Data Storytelling, Data Presentation, Plotly, Matplotlib, Exploratory Data Analysis, Plot (Graphics), Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Seaborn, Data Analysis, Box Plots, Descriptive Statistics, Jupyter, Data Science, Anomaly Detection, Python Programming, GitHub
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Database Design, Relational Databases, Database Management, Database Development, Database Systems, SQL, Data Integrity, Data Modeling, Data Management, Data Structures
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Mockups, Web Design, Wireframing, Visualization (Computer Graphics), Prototyping, Collaborative Software, Data Sharing, UI Components
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Public Cloud, Cloud Computing Architecture, Cloud Management, Cloud Storage, Cost Management, Compliance Management, Risk Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Matplotlib, Statistical Modeling, Descriptive Statistics
Mixed · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Object-Relational Mapping, Database Design
Intermediate · Course · 1 - 4 Weeks