Udemy – PyTorch for Deep Learning with Python Bootcamp 2019-9

Description

PyTorch for Deep Learning with Python Bootcamp is a PyTorch library video tutorial from the Udemy site. PyTorch is an open source deep learning platform that provides an integrated path from research prototyping to production deployment. This library is fast becoming one of the most popular deep learning frameworks for Python. Deep integration in Python allows popular libraries and packages to be used for easy writing of neural network layers in Python.

This course focuses on balancing important theoretical concepts with practical exercises and projects, which teaches you how you can apply the concepts in the course to your data set.

PyTorch course feature for Deep Learning with Python Bootcamp

Learn the classic principles of machine learning theory

Create deep learning models for working with tabular data

Learn how to use NumPy to format data in an array

Learn how to use the pandas library to manipulate and clear data

Use PyTorch with recursive neural networks for time series data

Learn how to use the PyTorch in-depth learning library for image classification

Course information

English language

Duration: 17:00:56

Number of lessons: 97

Instructor: Jose Portilla

File format: mp4

Topics

Course Overview, Installs, and Setup 2 lectures 25:02

COURSE OVERVIEW CONFIRMATION CHECK 0 lectures 00:00

Crash Course: NumPy 7 lectures 46:23

Crash Course: Pandas 9 lectures 01:13:19

PyTorch Basics 7 lectures 54:32

Machine Learning Concepts Overview 6 lectures 46:57

ANN – Artificial Neural Networks 22 lectures 04:44:09

CNN – Convolutional Neural Networks 22 lectures 04:21:05

Recurrent Neural Networks 12 lectures 02:10:20

Using a GPU with PyTorch and CUDA 2 lectures 30:47

NLP with PyTorch 7 lectures 01:08:14

BONUS SECTION: THANK YOU! 1 lecture 00:11

Prerequisite

Understanding of Python Basic Topics (data types,loops,functions) also Python OOP recommended

Be able to work through basic derivative calculations

Admin Permissions on your computer (ability to download our files)

Installation

After Extract with the required Player.

English subtitle

Quality: 720p