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Beginner
Artificial Intelligence & Machine Learning
en
AI Programming with Python
Udacity
Platform
· California, USA
About this course
Develop a strong foundation in Python programming for AI, utilizing tools like NumPy, pandas, and Matplotlib for data analysis and visualization. Learn how to use, build, and train machine learning models with popular Python libraries, and implement neural networks using PyTorch. Gain practical experience with deep learning frameworks through hands-on projects, including programming Transformer neural networks for generative AI and natural language processing. Designed for individuals with basic programming experience, this Nanodegree program prepares you for advanced studies in AI and machine learning and equips you with the skills to begin a career in AI programming.
Prerequisite Skills
Skills you should have before taking this course
linear algebra
elementary algebra
Basic calculus
Basic GitHub
English communication
Skills Gained
Skills you will develop by completing this course
PyTorch
Python Programming
NumPy
Pandas
Neural Networks
Matplotlib and Seaborn
Transformer neural networks
Text generation and NLP