Essential Linear Algebra and Calculus required for AI mechanics.
Introduction to deep learning principles and building neural networks with PyTorch. Core Projects Udacity - AI Programming with Python Nanodegreerar
Python syntax, data analysis with NumPy and pandas , visualization with Matplotlib , and deep learning with PyTorch . Syllabus & Curriculum Essential Linear Algebra and Calculus required for AI
The course is structured into parts that build from basic coding to complex AI modeling: Exploring the AI landscape. data analysis with NumPy and pandas
Leveraging pre-trained models for tasks.