AI Fundamentals for Non-Data Scientists

University of Pennsylvania via Coursera

Coursera

23 Courses


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Overview

Unlock the potential of AI in your business with the "AI Fundamentals for Non-Data Scientists" course, presented by the prestigious University of Pennsylvania and available on Coursera. Dive deep into the world of Machine Learning and Big Data, learning how to interpret and handle vast amounts of information effectively. Discover the creation of algorithms using advanced tools like Teachable Machine and TensorFlow, exploring various Machine Learning methods, Deep Learning techniques, and understanding the intricacies of GANs and VAEs.

Throughout the course, you'll gain insights into the limitations of current technologies, how to enhance accuracy, and selecting the best training data for your algorithms. Engage with AutoML to begin crafting algorithms tailored to your specific needs. Benefit from exclusive interviews with industry leaders from renowned companies such as McDonald's and Visa, who share their experiences in managing Big Data.

By the end of your journey, you'll be equipped with the knowledge to use no-code tools for coding, understand Deep Learning, accurately measure and review errors in your algorithms, and leverage Big Data not just for maintaining customer privacy but for forging strategies that propel your business forward. Enroll in AI Fundamentals for Non-Data Scientists under the categories of Artificial Intelligence Courses, Machine Learning Courses, and Business Courses on Coursera today and start transforming your approach to data and algorithms.

Syllabus


Taught by

Kartik Hosanagar and Prasanna Tambe


Tags

united states

provider Coursera

Coursera

1454 Courses


Coursera

pricing Free Online Course (Audit)
language English
duration 7-8 hours
sessions On-Demand