Machine Learning (Advanced)

This course covers advanced machine learning techniques used in industry settings. You'll move beyond foundational concepts to work on complex problems that require specialized skills.

Course Content

• Deep Learning: Understand neural network architectures and configure them for specific tasks
• Natural Language Processing: Build text analysis systems including chatbots, sentiment analysis tools, and document classifiers
• Time-Series Forecasting: Develop models to predict trends, demand patterns, and behavioral changes
• Explainable AI: Learn methods to interpret model decisions and communicate results to stakeholders
• Applied Project: Complete a capstone project that demonstrates end-to-end ML implementation

Audience

Data analysts, junior data scientists, and software engineers seeking to develop advanced ML skills.