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: Model Optimization, Model Deployment, Cloud Deployment, Google Cloud Platform, Serverless Computing, Generative AI, Application Deployment, AI Integrations, Containerization, Machine Learning Methods
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Amazon Redshift, Identity and Access Management, Role-Based Access Control (RBAC), Data Import/Export, Google Cloud Platform, Extract, Transform, Load, Data Migration, Data Mapping, Data Warehousing, SQL, Database Architecture and Administration, Database Design, Data Architecture, Data Modeling, Capacity Management
Intermediate · Course · 1 - 3 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Social Network Analysis, Social Media Analytics, Graph Theory, Network Analysis, Big Data, Network Model, Data Ethics, Applied Machine Learning, Responsible AI, Analytics, Data Mining, Machine Learning, Research, Deep Learning, Artificial Intelligence, Unsupervised Learning, Algorithms
Intermediate · Course · 1 - 3 Months

Advanced · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Workspace, Gmail, Google Gemini, Email Automation, System Configuration, Document Management, Service Management, Collaborative Software, Scripting, File Management, No-Code Development
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Amazon Redshift, Data Import/Export, Identity and Access Management, Data Migration, Query Languages, SQL, Google Cloud Platform, Data Store, Database Design, Role-Based Access Control (RBAC), Performance Tuning, Data Modeling, Relational Databases, Database Management, Data Architecture, Data Sharing, Capacity Management
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Data Import/Export, Data Integration, Identity and Access Management, SQL, Google Cloud Platform, Role-Based Access Control (RBAC), Data Mapping, Data Migration, Data Warehousing, Query Languages, Database Design, Data Modeling, Data Architecture, Data Sharing, Database Architecture and Administration, Capacity Management
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Identity and Access Management, Google Cloud Platform, Data Modeling, Query Languages, Role-Based Access Control (RBAC), SQL, Data Access, Data Import/Export, Data Warehousing, Data Architecture, Database Design, Data Integration, Database Architecture and Administration
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Teradata SQL, Data Import/Export, Data Migration, Extract, Transform, Load, Query Languages, SQL, Identity and Access Management, Google Cloud Platform, Data Warehousing, Role-Based Access Control (RBAC), Data Modeling, Database Design, Database Management Systems, Data Integration, Database Architecture and Administration, Data Management, Capacity Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Teradata SQL, Extract, Transform, Load, Identity and Access Management, Query Languages, Google Cloud Platform, SQL, Data Warehousing, Role-Based Access Control (RBAC), Big Data, Data Modeling, Database Administration, Database Design, Data Import/Export, Data Migration, Data Mapping, Data Architecture, Database Architecture and Administration, Database Management Systems
Intermediate · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Generative Model Architectures, PyTorch (Machine Learning Library), Deep Learning, Convolutional Neural Networks, Responsible AI, Data Ethics, Model Training, Model Evaluation
Intermediate · Course · 1 - 4 Weeks