UdacityCertificate Available
AI Programming with Python Nanodegree
Udacity nanodegree building the Python, math, and neural network foundations for AI.
Udacity•By Luis Serrano, Juan Delgado
4.6
(4,200 reviews)•95,000 students enrolledAbout this course
Learn the essential foundations of AI: the programming tools (Python, NumPy, PyTorch), the math (calculus and linear algebra), and the key techniques of neural networks. Build a strong foundation for a career in machine learning.
Skills you'll gain
PythonNumPyPyTorchLinear AlgebraNeural NetworksCalculus
Syllabus
1
Introduction to Python2
NumPy, Pandas, and Matplotlib3
Linear Algebra Essentials4
Calculus Essentials5
Neural Networks6
Deep Learning with PyTorch7
Final Project: Image Classifier$249
0Duration3 months
Effort10 hours/week
Levelintermediate
LanguageEnglish
SubtitlesEnglish
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