Gain the essential skills using Scikit-learn, SHAP, and LIME to test and build transparent, trustworthy, and accountable AI systems.
Explainable AI is critical for data scientists and machine learning practitioners. This course will equip you with the skills to interpret AI model behaviors using Python. You'll use Python's Scikit-learn library and tools like SHAP and LIME to visualize and gain insights on model behavior. By the end of the course, you'll be able to build more transparent, trustworthy, and accountable AI systems.
Explainable AI is critical for data scientists and machine learning practitioners. This course will equip you with the skills to interpret AI model behaviors using Python. You'll use Python's Scikit-learn library and tools like SHAP and LIME to visualize and gain insights on model behavior. By the end of the course, you'll be able to build more transparent, trustworthy, and accountable AI systems.
