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: Application Lifecycle Management, Azure DevOps Pipelines, DevSecOps, Azure DevOps, DevOps, Continuous Delivery, Devops Tools, Software Quality Assurance, Release Management, Software Quality (SQA/SQC), CI/CD, Git (Version Control System), Verification And Validation, Continuous Integration, GitHub, Software Testing, Security Controls, Collaborative Software, Development Environment, Continuous Deployment
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Logistic Regression, SAS (Software), Predictive Analytics, Predictive Modeling, Advanced Analytics, Feature Engineering, Statistical Software, Data Analysis, Model Evaluation, Statistical Analysis, Regression Analysis, Statistical Modeling, Exploratory Data Analysis, Correlation Analysis, Statistical Methods, Statistical Hypothesis Testing, Probability & Statistics, Data Transformation, Descriptive Statistics, Graphing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, Demand Planning, Data Preprocessing, Model Evaluation, Customer Demand Planning, Inventory and Warehousing, Transportation, Supply Chain, and Logistics, Logistics, Logistics Management, Forecasting, Exploratory Data Analysis, Model Training, Supply Chain, Data Quality, Predictive Modeling, Applied Machine Learning, Shipping and Receiving, Machine Learning Methods, Correlation Analysis, Statistical Analysis
Beginner · Course · 1 - 4 Weeks

Pragmatic AI Labs
Skills you'll gain: AI Security, Amazon Bedrock, Responsible AI, AWS Identity and Access Management (IAM), Security Testing, IT Security Architecture, Identity and Access Management, Cloud Security, Authentications, Security Controls, Secure Coding, Continuous Monitoring, Network Security, Data Security, Generative AI, Personally Identifiable Information, Anomaly Detection, Data Validation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Credit Risk, Risk Modeling, Financial Modeling, Lending and Underwriting, Financial Data, Financial Analysis, Financial Statement Analysis, Equities, Financial Forecasting, Financial Statements, Working Capital, Financial Accounting, Cash Flows, Banking, Market Trend, Financial Regulation, Balance Sheet, Income Statement
Mixed · Course · 1 - 3 Months

Skills you'll gain: Rmarkdown, Knitr, Model Evaluation, Data Wrangling, Tidyverse (R Package), Predictive Analytics, Predictive Modeling, Data Analysis, R (Software), Statistical Reporting, R Programming, Data Quality, Data Manipulation, Data Integration, Data Transformation, Statistical Modeling, Extract, Transform, Load, Data Pipelines, Performance Analysis, Performance Metric
Beginner · Course · 1 - 4 Weeks

Logical Operations
Skills you'll gain: Adobe Photoshop, Adobe Creative Cloud, Typography, Video Editing, Motion Graphics, Photo Editing, Graphic and Visual Design, Graphical Tools, Graphics Software, Graphic and Visual Design Software, Computer Graphics, Animations, Graphic Design, Project Management, Computer Graphic Techniques, Scalability, Photography, User Interface (UI), Productivity Software, Automation
Mixed · Course · 1 - 3 Months

Skills you'll gain: Excel Macros, Dashboard, Business Process Automation, Microsoft Excel, Automation, Dashboard Creation, Real Time Data, Data Cleansing, Business Reporting, IT Automation, Data Preprocessing, Data Processing, Data Transformation, Interactive Data Visualization, Data Visualization, Solution Design, Business, Interactive Design, Interaction Design, Environment
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Azure DevOps Pipelines, Azure DevOps, Application Lifecycle Management, Agile Software Development, Agile Project Management, CI/CD, Continuous Deployment, Continuous Integration, Infrastructure as Code (IaC), Version Control, Continuous Delivery, Agile Methodology, DevOps, Test Automation, Backlogs, Sprint Planning, Release Management, Collaborative Software, User Story, Software Quality (SQA/SQC)
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: IT Security Architecture, Endpoint Security, Zero Trust Network Access, Application Security, Security Strategy, Hardening, Microsoft Servers, Data Security, Security Management, Vulnerability Scanning, Patch Management
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Data Presentation, Executive Presence, Stakeholder Engagement, Decision Support Systems, AI literacy, Business Analysis, Strategic Thinking, Analytical Skills, Data Synthesis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Teams, Data Loss Prevention, Data Governance, Compliance Management, Role-Based Access Control (RBAC), Collaborative Software, Windows PowerShell, Enterprise Application Management, Continuous Monitoring, Security Management, Identity and Access Management, Cyber Security Policies, User Accounts, System Monitoring, Information Assurance, Event Monitoring
Intermediate · Course · 1 - 4 Weeks