Artificial Intelligence with Python: Foundations to Projects

This beginner-to-intermediate Specialization takes you from Python setup and numerical computing to building, tuning, and explaining machine learning and deep learning models. Across three courses, you’ll master data wrangling with NumPy, visualization with Matplotlib and Seaborn, model evaluation and feature engineering, clustering and classification, and NLP workflows using NLTK. The curriculum is project-based and aligned with industry workflows so you graduate with portfolio-ready artifacts that showcase applied AI skills

• Set up Python AI environments and create visualizations with NumPy, Matplotlib, and Seaborn
• Build, evaluate, and explain supervised, unsupervised, and deep learning models
• Design NLP pipelines using NLTK
• Present end-to-end AI solutions with reproducible notebooks

• Basic computer and internet skills
• Ability to read course instructions in English and complete short exercises