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.
Amazon Web Services
Skills you'll gain: Generative AI, Generative AI Agents, Amazon Bedrock, Agentic systems, AI Product Strategy, Responsible AI, Agentic Workflows, AI Integrations, LLM Application, Application Programming Interface (API), Application Development, Amazon Web Services, Data Governance, Commercialization, Cost Management, Personally Identifiable Information, Cost Containment, Cost Control, Model Training, Compliance Management
★ 4.6 (32) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Training, Data Import/Export, Model Evaluation, No-Code Development, Exploratory Data Analysis, Predictive Modeling, Applied Machine Learning, Data Pipelines, Machine Learning Software, Data Preprocessing, Data Analysis, Machine Learning, Predictive Analytics
★ 4.5 (61) · Beginner · Guided Project · Less Than 2 Hours

University of California, Davis
Skills you'll gain: Digital Transformation, Innovation, Responsible AI, Digital Communications, Machine Learning, AI Personalization, digital literacy, Digital Analysis, Blockchain, Process Development, Data Ethics, Emerging Technologies, AI literacy, FinTech, Social Impact, Technology Strategies, Data Storage, Artificial Intelligence, Media and Communications, Generative AI
★ 4.6 (41) · Beginner · Specialization · 3 - 6 Months

Simplilearn
Skills you'll gain: Prompt Patterns, Prompt Engineering Tools, LangChain, Retrieval-Augmented Generation, Generative AI, AI Workflows, LLM Application, Large Language Modeling, OpenAI API, Data Synthesis
★ 4.3 (7) · Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Health Promotion, Behavioral Health, Health Education, Public Health, Public Health and Disease Prevention, Applied Behavior Analysis, Health Policy, Community Health, Culture, Social Sciences, Program Evaluation, Learning Theory, Human Learning
★ 4.7 (96) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Microsoft Teams, Slack (Software), Google Workspace, Collaborative Software, Productivity Software, Microsoft 365, Virtual Teams, Meeting Facilitation, Setting Appointments, Internal Communications, Communication
★ 4.9 (72) · Beginner · Course · 1 - 4 Weeks

HubSpot Academy
Skills you'll gain: Sales Presentation, Sales Management, Sales Enablement, HubSpot CRM, Data Visualization, Prospecting and Qualification, Sales Presentations, Sales Development, Persona Development, Sales Process, Sales Training, Inside Sales, Sales Strategy, Data Storytelling, Employee Onboarding, Service Level Agreement, Sales Prospecting, Sales, Employee Coaching, Target Audience
★ 4.2 (12) · Beginner · Professional Certificate · 3 - 6 Months

The Hong Kong University of Science and Technology
Skills you'll gain: Physics, Advanced Mathematics, Simulations, Mechanics, Integral Calculus, Mathematical Modeling, Calculus, Probability, Differential Equations, Probability & Statistics, Physical Science, Statistical Methods
★ 4.8 (33) · Beginner · Course · 1 - 4 Weeks

Pontificia Universidad Católica de Chile
Skills you'll gain: Data Visualization, Descriptive Analytics, Data-Driven Decision-Making, Data Analysis, Data Visualization Software, Predictive Analytics, Predictive Modeling, Analytics, Database Management, Data Science, Advanced Analytics, Relational Databases, Data Processing, Decision Making, Forecasting, Data Manipulation, Python Programming
★ 3.8 (73) · Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Health Equity, Health Disparities, Social Determinants Of Health, Health Policy, Public Health, Socioeconomics, Community Health, Health Systems, Behavioral Health, Social Studies, Mental and Behavioral Health, Occupational Health, Psychology, Environmental Issue
★ 4.9 (11) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Storytelling, Data Presentation, Customer Analysis, Data Integration, Data Visualization, Data Analysis, Customer Insights, Data-Driven Decision-Making, Data Analysis Software, Exploratory Data Analysis, Customer Retention, Analytics, Data Visualization Software
★ 4.1 (15) · Intermediate · Guided Project · Less Than 2 Hours
University of Glasgow
Skills you'll gain: Model Evaluation, Deep Learning, Descriptive Analytics, Data Ethics, Data Preprocessing, ICD Coding (ICD-9/ICD-10), Federated Learning, Autoencoders, Health Informatics, Medical Records, Data Mining, Medical Coding, Responsible AI, AI Security, Electronic Medical Record, Clinical Informatics, Predictive Modeling, Patient Flow, Machine Learning, Feature Engineering
★ 4.4 (36) · Intermediate · Specialization · 3 - 6 Months