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: Power BI, Azure Synapse Analytics, Microsoft Azure, Governance, Real Time Data, Enterprise Architecture, Application Deployment, Data Architecture, DevOps, Database Architecture and Administration, Data Integration, Data Security, Microsoft 365, Role-Based Access Control (RBAC), Scalability, Collaborative Software, Version Control
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Gemini, OAuth, Google Workspace, Data Storage, Information Management, Collaborative Software, Email Automation, AI Enablement, Calendar Management, Productivity Software, Identity and Access Management, Application Deployment, Application Programming Interface (API)
Beginner · Course · 1 - 4 Weeks

University of London
Skills you'll gain: Digital Forensics, Key Management, Security Management, Human Factors (Security), Application Security, Information Privacy, Cyber Governance, Infrastructure Security, Cryptography, Threat Modeling, OSI Models, Computer Security Incident Management, Cyber Security Policies, Intrusion Detection and Prevention, ISO/IEC 27001, Network Security, Malware Protection, Incident Management, Statistical Analysis, Cyber Security Strategy
Earn a degree
Degree · 1 - 4 Years

Google Cloud
Skills you'll gain: Generative AI, Google Gemini, Retrieval-Augmented Generation, Embeddings, Prompt Engineering, Vector Databases, Large Language Modeling, LLM Application, Google Cloud Platform
Advanced · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, Machine Learning, Development Environment, Collaborative Software, Exploratory Data Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Mapping, Extract, Transform, Load, Data Validation, Workflow Management, JSON, Fraud detection, Extensible Markup Language (XML), Metadata Management, Process Design, Data Integration, Data Cleansing, Data Transformation, Data Pipelines, Data Processing, Data Integrity, Data Modeling
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Gemini, Google Workspace, Collaborative Software, OAuth, Enterprise Application Management, Identity and Access Management, AI Enablement, LLM Application, Application Deployment, Information Architecture, Application Programming Interface (API), Data Store
Beginner · Course · 1 - 4 Weeks

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

DeepLearning.AI
Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, PyTorch (Machine Learning Library), Image Analysis, Convolutional Neural Networks, Responsible AI, Data Ethics, Unsupervised Learning, Information Privacy, Data Synthesis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Cleansing, Logistic Regression, Data Preprocessing, Applied Machine Learning, Data Import/Export, Data Mining, Python Programming, Google Cloud Platform, Scikit Learn (Machine Learning Library), Predictive Modeling, Classification Algorithms, Machine Learning, Supervised Learning
Intermediate · Guided Project · Less Than 2 Hours

Case Western Reserve University
Skills you'll gain: Exploratory Data Analysis, Spatial Data Analysis, Spatial Analysis, Geospatial Mapping, Geospatial Information and Technology, Descriptive Statistics, Statistical Modeling, R Programming, Geographic Information Systems, Statistical Analysis, Probability & Statistics, Data-Driven Decision-Making, Oil and Gas, Data Analysis, Simulations, Statistical Methods, Rmarkdown, Data Cleansing, Box Plots, Plot (Graphics)
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Model Evaluation, ChatGPT, Keras (Neural Network Library), Applied Machine Learning, Tensorflow, Data Preprocessing, Image Analysis, Machine Learning Methods, Data Import/Export, Machine Learning, Python Programming, Performance Tuning, Artificial Neural Networks
Intermediate · Guided Project · Less Than 2 Hours