SHAP Courses and Certifications

Coursera Career Certificate

Building Trustworthy AI

14 ratings at Coursera

Master comprehensive AI security, ethics, and governance frameworks to build resilient, transparent systems that align with human values and enterprise standards.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 10 courses

Coursera

Building and Optimizing AI Agent Workflows

Master autonomous AI agent design with reinforcement learning, ethical frameworks, modular architectures, and optimization techniques for production-ready systems.

• Coursera
• 17 hours 14 minutes
• Self-Paced
• Paid Course

Coursera

Responsible AI: Transparency & Ethics

Discover practical tools and frameworks to build ethical, transparent AI systems while learning to audit models for bias and enhance explainability using SHAP and LIME.

• Coursera
• 3 hours 8 minutes
• Self-Paced
• Paid Course

Coursera

Optimizing and Governing AI Systems

Master AI optimization and governance through hands-on model monitoring, bias mitigation, ensemble design, and enterprise policy frameworks for responsible deployment.

• Coursera
• 12 hours 36 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

Train, Tune, & Ship: End-to-End Machine Learning Engineering

Master the complete ML engineering lifecycle, from training and tuning models to deploying optimized, production-ready systems using PyTorch, TensorFlow, and scikit-learn.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 11 courses

Coursera

Building, Optimizing, and Validating Machine Learning Models

Master building, optimizing, and validating ML models using hyperparameter tuning, cross-validation, SHAP explanations, and automated pipelines for efficient, reproducible workflows.

• Coursera
• 12 hours 9 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

ML Model Training & Validation

Master end-to-end ML model training, validation, and optimization for production environments through hands-on labs covering data preparation, algorithm comparison, and deployment.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course

Coursera

Engineer & Explain AI Model Decisions

Discover how to build trustworthy AI systems by mastering feature engineering, model interpretability, and bias detection for ethical deployment in production environments.

• Coursera
• 3 hours 47 minutes
• Self-Paced
• Paid Course

Coursera

Forecast Business Metrics: Uncover Value Drivers

Master supervised learning to forecast business metrics like EBITDA using Python, regression models, and explainable AI techniques for actionable insights.

• Coursera
• 2 hours 7 minutes
• Self-Paced
• Paid Course

Edureka

Explainable AI for Everyone

Master Explainable AI by interpreting black-box models, applying LIME, SHAP, PDP, and ICE techniques, evaluating fairness, detecting bias, and communicating insights to technical and non-technical stakeholders.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

Master evaluation techniques for multimodal AI models while ensuring ethical deployment through bias detection, interpretability assessment, and governance frameworks.

• Coursera
• 2 hours
• Self-Paced
• Paid Course

Coursera

Engineer AI Models: Explain, Tune & Experiment

Master AI model engineering through feature tuning, explainability methods like SHAP/LIME, and structured experimentation to transform black box models into trusted, business-ready solutions.

• Coursera
• 2 hours 21 minutes
• Self-Paced
• Paid Course

Coursera

Automate, Analyze, and Evaluate ML Experiments

Unlock ML experiment automation, bias detection, and A/B testing to improve model accuracy and measure real business impact through statistical validation.

• Coursera
• 2 hours 39 minutes
• Self-Paced
• Paid Course

Foundations of AI Governance and Responsible Development

Explore AI governance fundamentals, embedding accountability across the AI lifecycle using NIST and EU AI Act frameworks, explainability techniques like SHAP and LIME, and audit-ready documentation practices.

• Coursera
• 4 hours
• Self-Paced
• Paid Course

Edureka Career Certificate

Explainable AI (XAI)

Explore Explainable AI principles, from interpretable models to SHAP & LIME techniques, and learn to audit fairness, ensure transparency, and deploy trustworthy AI in high-stakes domains.

• Coursera
• Self-Paced
• Paid Course
• 3 courses