Machine Learning and AI Essentials with Python

Machine learning has evolved rapidly with the rise of large language models, AI-assisted development, and modern data pipelines. This three-day hands-on course teaches students how to build practical machine learning solutions using Python while integrating modern AI tools and workflows. Participants begin with a Python and data science refresher before exploring core machine learning techniques including regression, classification, and clustering. The course then moves into building complete machine learning pipelines, evaluating model performance, and improving models using ensemble techniques. Modern AI topics are woven throughout the course including AI-assisted coding, prompt-driven data analysis, and integrating large language models into Python applications. Students complete several hands-on labs where they build models, analyze datasets, visualize results, and integrate AI services into applications. By the end of the course, students will understand how to design, build, evaluate, and deploy practical machine learning solutions using Python and modern AI tooling.

Review this course online at https://www.alta3.com/courses/ai-ml