Udacity – AI programming with Python v2.0.0 2020-11 – Downloadly
Description
AI programming with Python, term for a phase of training artificial intelligence with learning the basics of building neural networks, including tools, programming, Python, NumPy, Pandas, Matplotlib, PyTorch, mathematics, including differential and linear algebra and the techniques of the most important neural networks (gradient descent and backpropagation). With real-world projects and content created in collaboration with our partner’s top companies, ready to give you the skills companies need.
Course content AI programming with Python:
- Real-world projects designed to help industry professionals
- Browse projects
- The tests serve to evaluate the knowledge acquired
Specification period
Publisher: Udacity
Teacher: Ortal Arel, Luis Serrano, Jennifer Staab, Juan delgado, Grant Sanderson, Matt Leonard, Mike Yi, Juno Lee,
Language: English,
Education Level: Introductory to Advanced,
the number of teaching hours: 376
Duration: 17 hours and 9 minutes
This course
Course 1: Introduction to Python
Why Python programming
Data types and operators
Control flow
Features
Scripting
classes
Course 2: Anaconda, Jupyter Notebook, NumPy, Pandas and Matplotlib
anaconda
Jupyter Notebooks
Numpy basics
Panda Basics
Matplotlib basics
Course 3: Basics of Linear Algebra
introduction
vector
Linear combination
Linear transformation and matrices
Linear algebra in neural networks
Laboratories
Course 4: Basics of Analysis
introduction
Derivations through geometry
Chain rule and dot product
More about derivatives
Boundaries
integration
Analysis in neural networks
Course 5: Neural Networks
Introduction to neural networks
Training neural networks
Deep learning with Pytorch
Required courses:
General requirements
Basic computer skills such as managing files, navigating the Internet, and running programs are helpful.
Basic algebra and programming skills in any language.
Hardware requirements
Computer with operating system
Pictures
Example film
installation Guide
After the excerpt etc. use the player to get your desired view.
Subtitles: English
Quality: 720p
Download link
Password file(s): free software
File size
2.6GB