Description
AI Programming with Python, name of a period of training in artificial intelligence with learning the basics of building neural networks includes tools, programming, Python, NumPy, pandas, Matplotlib, PyTorch, mathematics, includes algebra differential and linear as well as key neural network techniques (gradient descent and backpropagation) is. With real-world projects and content floating around in collaboration with top companies our partner ready to give you the skills businesses need.
AI Programming with Python course features:
- Real-world projects, developed to help industry experts
- Browse Projects
- The tests to assess the knowledge acquired by your
Specification period
Publisher: Udacity
teachers: Arel Ortal, Luis Serrano, Jennifer Staab, Juan Delgado, Grant Sanderson, Matt Leonard, Mike Yi, Juno Lee,
French language,
level of study: beginner to advanced,
the number of courses: 376
Duration: 17 hours and 9 minutes
This course
Lesson 1: Introduction to Python
Why Python Programming
Data types and operators
Control flow
The functions
Script
Classes
Course 2: Anaconda, Jupyter Notebook, NumPy, Pandas and Matplotlib
Anaconda
Jupyter notebooks
Numpy Basics
Panda Basics
Matplotlib Basics
Course 3: The essentials of linear algebra
Introduction
Vectors
Linear combination
Linear transformation and matrices
Linear Algebra in Neural Networks
Laboratories
Lesson 4: The basics of calculation
Introduction
Derived by geometry
Chain rule and dot product
Find out more about derivatives
Limits
The integration
Computation in neural networks
Lesson 5: Neural networks
Introduction to Neural Networks
Training neural networks
Deep learning with Pytorch
Prerequisite course:
General requirements
Basic computer skills such as file management, internet browsing and running programs will be useful.
Basic algebra and knowledge of programming in any language.
Hardware requirements
Computer running OS X or Windows
Pictures
sample movie
Installation guide
After extraction, etc. with the reader, the desired view.
Subtitles: English
Quality: 720p
Download link
Password file(s): ngaur.com
File size
2.6 GB