[Udacity] LEARN ALL THE ESSENTIALS FOR AI PROGRAMMING WITH PYTHON V2.0.0

LEARN ALL THE ESSENTIALS FOR AI PROGRAMMING WITH PYTHON

Learn Python, NumPy, Pandas, Matplotlib, PyTorch, and Linear Algebra—the foundations for building your own neural network.

Why take this Nanodegree?

Learning to program with Python, one of the most widely used languages in Artificial Intelligence, is the core of this program. You’ll also focus on neural networks—AI’s main building blocks. By learning foundational AI and math skills, you lay the groundwork for advancing your career—whether you’re just starting out, or readying for a full-time role.

Efficient and Effective Pace
Start building deep learning applications in just two months. Learn foundational AI skills as you work through a world-class curriculum. Learn from experts in the field, and amass core skills that will make your next career steps possible.

A Complete AI Toolkit
Master every key tool needed for AI success: Python, NumPy, Jupyter Notebooks, Pandas, Matplotlib, and PyTorch—all in one program.

Personalized Project Reviews
Receive personalized feedback from AI experts when you submit your first neural network project. They’ll provide detailed and actionable insight, and challenge you to do your best work.

Personalized Support and Mentorship
Learn with the support of mentors from the very beginning of the program, and connect with thousands of fellow students on dedicated Udacity-moderated platforms.

What You Will Learn

SYLLABUS

Learn AI Fundamentals

Learn the essential foundations of AI: the programming tools (Python, NumPy, PyTorch), the math (linear algebra, vectors, matrices), and the key techniques of neural networks (gradient descent and backpropagation).

PREREQUISITE KNOWLEDGE

Basic knowledge of algebra and calculus, basic programming knowledge will help to quickly pick up AI’s essential coding concepts.See detailed requirements.

Introduction to Python
Start coding with Python, drawing upon libraries and automation scripts to solve complex problems quickly.

NumPy, Pandas, and Matplotlib
Learn how to use all the key tools for working with data in Python: Jupyter Notebooks, NumPy, Pandas, and Matplotlib.

Linear Algebra Essentials
Learn the foundational math you need for AI success: vectors, linear transformations, and matrices—as well as the linear algebra behind neural networks.

Neural Networks
Gain a solid foundation in the hottest fields in AI: neural networks, deep learning, and PyTorch.

Size: 2.55 GB

Download Now

https://eu.udacity.com/course/ai-programming-python-nanodegree–nd089.