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.
This course is part of the AI For Business Specialization
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Course 1 of 4 in the
Approx. 7 hours to complete
English
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Course 1 of 4 in the
Approx. 7 hours to complete
English
Offered by
Syllabus - What you will learn from this course
3 hours to complete
Module 1 – Big Data and Artificial Intelligence
3 hours to complete
11 videos (Total 93 min), 1 reading, 1 quiz
2 hours to complete
Module 2 – Training and Evaluating Machine Learning Algorithms
2 hours to complete
13 videos (Total 74 min), 1 reading, 1 quiz
1 hour to complete
Module 3 – ML Application and Emerging Methods
1 hour to complete
8 videos (Total 45 min), 1 reading, 1 quiz
1 hour to complete
Module 4 - Industry Interview
1 hour to complete
1 video (Total 13 min)
Reviews
- 5 stars81.39%
- 4 stars12.79%
- 3 stars1.16%
- 2 stars1.16%
- 1 star3.48%
TOP REVIEWS FROM AI FUNDAMENTALS FOR NON-DATA SCIENTISTS
by THJan 9, 2023
The Course is quite informative. I'd like to see more information about specific nomenclature in this area and more interviews with actual specialists.
by SSSep 19, 2022
This is a very insightful course that offers a comprehensive understanding of AI concepts in a systematic way to individuals from any domain.
by CDDec 2, 2022
The format of this course of great for working parents who are complete novices about AI!
by DMDec 20, 2022
It is a great foundamental course about AI to help professionals and companies build AI skills.
About the AI For Business Specialization

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