PyTorch for Deep Learning with Python Bootcamp

PyTorch for Deep Learning with Python Bootcamp ranks 3rd in the list of best online PyTorch courses. PyTorch is an open source deep learning platform that allows for a smooth transition from research prototyping to production deployment. It is quickly becoming one of the most popular Python deep learning frameworks. Because of its deep integration into Python, popular libraries and packages can be used to easily write neural network layers in Python. A rich ecosystem of tools and libraries extends PyTorch and supports development in computer vision, natural language processing, and other areas.

This course emphasizes the importance of balancing important theoretical concepts with hands-on exercises and projects that teach you how to apply the concepts in the course to your own data sets! When you enroll in this course, you will gain access to carefully laid out notebooks that explain concepts in a simple manner, including both code and explanations side by side. You will also have access to our slides, which explain theory using simple visualizations.

In this course, you will learn how to:

• use NumPy to format data into arrays.
• use pandas for data manipulation and cleaning.
• understand classic machine learning theory principles.
• use PyTorch Deep Learning Library for image classification.
• use PyTorch with Recurrent Neural Networks for Sequence Time Series Data.
• create state-of-the-art Deep Learning models to work with tabular data.

The course includes:

• NumPy
• Pandas
• Machine Learning Theory
• Test/Train/Validation Data Splits
• Model Evaluation - Regression and Classification Tasks
• Unsupervised Learning Tasks
• Tensors with PyTorch
• Neural Network Theory
• Artificial Neural Networks
• Convolutional Neural Networks
• Recurrent Neural Networks

You can take PyTorch for Deep Learning with Python Bootcamp certification course on Udemy.

Course rating: 4.6 out of 5.0

Duration: 17 h
Certificate: No certificate
Enroll here: udemy.com/course/pytorch-for-deep-learning-with-python-bootcamp