Name: AI Fundamentals for Non-Data Scientists
Brand: University of Pennsylvania
Availability: OnlineOnly
Rating: 4.8 (182 reviews)

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学生对 University of Pennsylvania 提供的 AI Fundamentals for Non-Data Scientists 的评价和反馈

4.8

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课程概述

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....

176 - AI Fundamentals for Non-Data Scientists 的 191 个评论（共 191 个）

创建者 Tomasz M

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Jul 8, 2025

At first the title was a bit misleading but I was able to learn a couple of interesting things about ML and AI

创建者 victor F

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Aug 15, 2025

Very good course. More relevant examples would have helped in understanding much of the material.

创建者 Gabriel P

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Nov 10, 2024

Some details about tokenization and word vectors should have been there in my opinion.

创建者 Pedro E B d A

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Sep 14, 2025

For a basic course it helped me a lot! Thank you so much!

创建者 Ken D

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Feb 5, 2024

Great course with real practical examples.

创建者 Martin C

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Sep 30, 2023

cours très riche pour démarrer en en IA.

创建者 Shakti G

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Jun 15, 2024

Excellent course and Learning videos.

创建者 Youssef K

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Jan 20, 2024

Merci beaucoup

创建者 Kerri L

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Oct 1, 2023

I learned a lot in the course and I'm glad I took it, but I found that the quizzes often contained questions that were not covered in the material taught (lead to guessing at times). The instructors spoke very fast and I often had to rewind a few times to catch everything.

创建者 Nirav D

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Apr 12, 2024

It's lots of theory and not enough practice. It's not a class you will be able to take and apply to your current job or will be able to land a AI job. Just gives you good overview of AI.