Deep Learning with PyTorch

About this course

A three-day path from data handling to neural networks in PyTorch. You will prepare data with NumPy and pandas, learn core machine learning theory and evaluation, then build and train deep learning models for tasks such as image classification.

What you'll learn

• Learn how to use NumPy to format data into arrays
• Use pandas for data manipulation and cleaning
• Learn classic machine learning theory principals
• 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

Curriculum

Who it's for

Analysts, developers and engineers with basic Python who want to move into deep learning.

Before you start

• Introduction to Python and Python for Data Science ; Python for Machine Learning recommended