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.

Whizlabs
Skills you'll gain: Deep Learning, Convolutional Neural Networks, Model Training, Image Analysis, Transfer Learning, Artificial Neural Networks, Model Evaluation, Applied Machine Learning, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Fine-tuning, Machine Learning Methods, Model Optimization, Network Architecture
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Slack (Software), Collaborative Software, Productivity Software, Coordinating, Consolidation, Organizational Skills, Workflow Management, People Management, Business Communication, Business Process Management, Business Development
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Canva (Software), Instagram, Social Media Content, Social Media, Social Media Marketing, Graphic and Visual Design Software, Social Media Strategy, Marketing Design, Organizational Skills, Content Creation, Graphic Design, Collaborative Software, Graphic and Visual Design, Color Theory, Typography, Marketing
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Microsoft Teams, Microsoft Azure, Windows PowerShell, Collaborative Software, Identity and Access Management, Network Planning And Design, Network Performance Management, Azure Active Directory, User Provisioning, Role-Based Access Control (RBAC), User Accounts, Security Management, Network Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Optimization, 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Virtual Reality
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Image Analysis, Cloud Deployment, Tensorflow, Amazon Web Services, Convolutional Neural Networks, Model Deployment, Application Development, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Design, Computer Vision, Model Training, Front-End Web Development, Data Preprocessing, Python Programming
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Canva (Software), Marketing Materials, Marketing Design, Marketing Collateral, Content Creation, Branding, Content Marketing, Graphic and Visual Design Software, Graphical Tools, Graphic Design, Design, Promotional Materials, Marketing Communications, Graphic and Visual Design, Graphics Software
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Vector Databases, Large Language Modeling, LangChain, Embeddings, Databases, OpenAI API, Data Management, Development Environment, Data Analysis
Intermediate · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Data Warehousing, Data Modeling, Database Design, SQL, Business Intelligence, Databases, Relational Databases, Database Theory, Database Architecture and Administration, Database Management, Data Integrity, Data Analysis, Query Languages, Data-Driven Decision-Making, Analysis, Diagram Design
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Jupyter, Data Transformation, Logistic Regression, Health Informatics, Applied Machine Learning, Data Preprocessing, Machine Learning, Data Processing, Model Evaluation, Predictive Modeling, Predictive Analytics, Diagnostic Tests, Analytics, Classification Algorithms, Software Installation
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Hedge Accounting, International Financial Reporting Standards, Financial Reporting, Credit Risk, Accounting, Financial Accounting, Financial Auditing, Financial Analysis, Risk Management, Finance, Cash Flows
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Data Preprocessing, Model Deployment, Model Evaluation, Model Optimization, Generative Model Architectures, Feature Engineering, Model Training, Machine Learning Methods, Microsoft Azure, Applied Machine Learning, Machine Learning, Azure DevOps Pipelines, Data Processing, Large Language Modeling, Cloud Deployment, Machine Learning Software, Data Cleansing, Machine Learning Algorithms, Fine-tuning, Classification Algorithms
Intermediate · Specialization · 1 - 3 Months