Udacity - Ai Programming With Python Nanodegreerar Here

Essential Linear Algebra and Calculus required for AI mechanics.

Python syntax, data analysis with NumPy and pandas , visualization with Matplotlib , and deep learning with PyTorch . Syllabus & Curriculum Udacity - AI Programming with Python Nanodegreerar

Using NumPy for large data support, pandas for manipulation, and Matplotlib for visualization. Essential Linear Algebra and Calculus required for AI

Participants complete hands-on projects that simulate real-world AI engineering: data analysis with NumPy and pandas

Introduction to deep learning principles and building neural networks with PyTorch. Core Projects

Approximately 52 hours of content, often completed in about two months .