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: GitHub, Git (Version Control System), Version Control, Collaborative Software, Software Versioning, Software Configuration Management, Command-Line Interface, Change Control, Software Installation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Mining, Data Cleansing, Transaction Processing, Unsupervised Learning, Data Preprocessing, R Programming, Data Analysis, Market Analysis, Data Visualization, Data Manipulation, Model Training, Statistical Visualization, Data Quality, Consumer Behaviour, Model Optimization
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Budget Management, Cost Management, Financial Management, Cost Containment, Resource Allocation, Resource Utilization, Cost Estimation, Predictive Modeling, Forecasting, Operating Cost, Financial Modeling, Data-Driven Decision-Making, Cost Benefit Analysis, Gap Analysis, Performance Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: iOS Development, Apple iOS, Swift Programming, Application Lifecycle Management, UI Components, Application Design, Application Programming Interface (API), Application Development, Data Persistence, User Interface (UI), Mobile Development, Web Services, Secure Coding, Authentications, User Interface (UI) Design, Programming Principles, User Flows, User Accounts, Data Validation, Data Modeling
Beginner · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Google Workspace, Gmail, Google Gemini, Gemini, Service Management, Email Automation, Scripting, Document Management, Collaborative Software, System Configuration, Application Development
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AI Security, Threat Modeling, Security Testing, Secure Coding, Vulnerability Scanning, Penetration Testing, Vulnerability Management, Dependency Analysis, Application Security, Cyber Security Assessment, DevSecOps, Code Review, Package and Software Management, Risk Management Framework
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Star Schema, Data Warehousing, Looker (Software), Database Design, Analytics, Data Mart, Data Modeling, Business Intelligence, Data Integrity, Data Transformation, Performance Tuning, Data Storage, Performance Analysis
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Dashboard Creation, Dashboard, Looker (Software), Data Analysis, Data Cleansing, Data-Driven Decision-Making, Analytics, Data Visualization, Big Data, Data Presentation, Data Processing, Interactive Data Visualization, Business Intelligence, Google Cloud Platform, Cloud Storage, Data Warehousing, Data Storage, Data Sharing, SQL
Mixed · Course · 1 - 3 Months

Skills you'll gain: Tableau Software, Business Intelligence, Interactive Data Visualization, Dashboard Creation, Data Storytelling, Business Analytics, Business Intelligence Software, Data Analysis, Data Visualization, Data Visualization Software, Statistical Visualization, Trend Analysis, Data Wrangling, Regional Sales, Market Analysis, Data Sharing, Performance Analysis, Timelines, Variance Analysis
Beginner · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Data Wrangling, Data Mining, Classification Algorithms, Data Storage, Logistic Regression, Model Evaluation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: CI/CD, Continuous Deployment, Continuous Delivery, DevOps, Application Deployment, Performance Analysis, Performance Metric, Performance Measurement, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Application Performance Management, Operational Analysis, Continuous Monitoring, Root Cause Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Store, User Interface (UI) Design, Databases, User Interface and User Experience (UI/UX) Design, Database Management, Data Modeling, Database Theory, Data Persistence, Mobile Development Tools, Maintainability
Intermediate · Course · 3 - 6 Months