ESU Classifieds>ESU Online Courses>AI Fundamentals for Non-Data Scientists

AI Fundamentals for Non-Data Scientists

About this Course

In this course, you will go in-depth to discover how Machine Learning is used to handle and interpret Big Data. You will get a detailed look at the various ways and methods to create algorithms to incorporate into your business with such tools as Teachable Machine and TensorFlow. You will also learn different ML methods, Deep Learning, as well as the limitations but also how to drive accuracy and use the best training data for your algorithms. You will then explore GANs and VAEs, using your newfound knowledge to engage with AutoML to help you start building algorithms that work to suit your needs. You will also see exclusive interviews with industry leaders, who manage Big Data for companies such as McDonald\'s and Visa. By the end of this course, you will have learned different ways to code, including how to use no-code tools, understand Deep Learning, how to measure and review errors in your algorithms, and how to use Big Data to not only maintain customer privacy but also how to use this data to develop different strategies that will drive your business.

Created by: University of Pennsylvania


Related Online Courses

This course aims to provide a general understanding of semiconductor process. This course explores the principles and basic theory of semiconductor device and process. Furthermore, the students... more
In this MOOC, we learn RBAC and ABAC access control to facilitate the specification and management of access policies. We learn examples of how RBAC is supported by modern systems such as Docker... more
This course reflects on global health challenges and the role of innovative solutions in addressing them. By engaging in this course, you will be able to describe the principles and key types of... more
Bersiaplah untuk berkarier di bidang desain UX yang sedang tumbuh pesat, tidak diperlukan pengalaman atau gelar apa pun di sini. Pelatihan profesional Google ini menawarkan jalur cepat mendapatkan... more
The Cyber Incident Response Specialization will give students a high-level understanding of incident response processes. Students will learn about Incident Response from a practitioner perspective... more

CONTINUE SEARCH

FOLLOW COLLEGE PARENT CENTRAL