Rutgers Classifieds>Rutgers Online Courses>PyTorch and Deep Learning for Decision Makers

PyTorch and Deep Learning for Decision Makers

About this Course

This course introduces you to PyTorch, one of the most popular deep learning frameworks, revealing how it can be used in your company to automate and optimize processes through the development and deployment of state-of-the-art AI applications. The course will help you identify the most common use cases of AI in the industry and how PyTorch’s ecosystem and the commoditization of deep learning models can help you integrate them into your business. You will also learn why ensuring data quality is critical for the successful deployment of AI applications, and why getting the right data should be the top priority for any AI project. The course will discuss several trade-offs involved in choosing the appropriate model for the task at hand: build vs. buy, black vs. white box, and the risk and cost of delivering wrong predictions. Finally, the course will discuss what happens after an AI application is deployed, addressing topics such as the inherent limitations of AI models, the mitigation of risks and vulnerabilities, and the challenge of data privacy. This course targets technical and non-technical individuals interested in understanding how deep learning and PyTorch can be used to create business value through the development and deployment of AI applications. LFS116x provides an overview of the AI landscape, focusing on PyTorch’s ecosystem, while giving you a solid understanding of AI’s current capabilities and it will help you make informed decisions about the development and maintenance of AI projects while taking in consideration key aspects related to data quality, model performance, and security.

Created by: The Linux Foundation

Level: Introductory


Related Online Courses

Knowing how to work with Version Control Systems Git and GitHub are essential tools for today’s Software Developers, Data Scientists, and Data Engineers. They provide both a version control s... more
In modern cloud native application development, it’s often times the goal to build out serverlessarchitectures that are scalable, are highly available, and are fully managed. This mean, less o... more
There is a rising demand for people with the skills to work with Big Data sets and this course can start you on your journey through our Big Data MicroMasters program towards a recognised... more
Este curso trata la Teoría de Grafos desde el punto de vista de la modelización, lo que nos permitirá con posterioridad resolver muchos problemas de diversa índole. Presentaremos ejemplos de los... more
This course is designed for developers who have built or are building microservices and have experienced a high degree of friction in cloud native application development. Developers looking to... more

CONTINUE SEARCH

FOLLOW COLLEGE PARENT CENTRAL