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January 28, 2025
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This course is part of CertNexus Certified Artificial Intelligence Practitioner Professional Certificate
Instructor: Renée Cummings
9,658 already enrolled
Included with
(81 reviews)
Recommended experience
Intermediate level
A high-level understanding of fundamental AI concepts is required, and general business knowledge is preferred.
(81 reviews)
Recommended experience
Intermediate level
A high-level understanding of fundamental AI concepts is required, and general business knowledge is preferred.
Identify appropriate applications of AI and machine learning within a given business situation.
Formulate a machine learning approach to solve specific business problems.
Select appropriate tools to solve given machine learning problems.
Protect data privacy and promote ethical practices when developing and deploying AI and machine learning projects.
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Artificial intelligence (AI) and machine learning (ML) have become an essential part of the toolset for many organizations. When used effectively, these tools provide actionable insights that drive critical decisions and enable organizations to create exciting, new, and innovative products and services.
This is the first of four courses in the Certified Artificial Intelligence Practitioner (CAIP) professional certification. This course is meant as an entry point into the world of AI/ML. You'll learn about the business problems that AI/ML can solve, as well as the specific AI/ML technologies that can solve them. In addition, you'll get an overview of the general workflow involved in machine learning, as well as the tools and other resources that support it. This course also promotes the importance of ethics in AI/ML, and provides you with techniques for addressing ethical challenges. Ultimately, this course will get you thinking about the "why?" of AI/ML, and it will ensure that your more technical work in later courses is done with clear business goals in mind.
Deep learning, machine learning (ML), and other forms of artificial intelligence (AI) are on the rise. Organizations use these technologies to inform business decisions and guide operations—often with profound results. However, it can be challenging to identify which business problems are most amenable to these technologies. In this first module, you'll begin exploring AI and ML as solutions to these problems.
18 videos4 readings1 assignment4 peer reviews1 discussion prompt
The second module in this course provides an overview of software and hardware tools that are commonly used to implement and/or support AI and machine learning techniques. Even if you won't end up trying every tool out there, it's important to be informed about your options so that you'll make better decisions when it comes time to select tools for your own environment.
4 videos6 readings2 assignments1 discussion prompt
As AI and machine learning have the potential to revolutionize business, so too will they bring significant changes to society and the individuals in that society. It's vital that anyone involved in developing such technologies, including practitioners, is prepared to handle the ethical risks that arise. In this module, you'll explore those ethical risks, as well as strategies for mitigating such risks.
16 videos5 readings1 assignment4 peer reviews1 discussion prompt
You'll work on a project in which you'll apply your knowledge of the material in this course to practical scenarios.
1 peer review
We asked all learners to give feedback on our instructors based on the quality of their teaching style.
CertNexus is a vendor-neutral certification body, providing emerging technology certifications and micro-credentials for Business, Data, Development, IT, and Security professionals. CertNexus’ exams meet the most rigorous development standards possible which outlines a global framework for developing personnel certification programs to narrow the widening skills gap.
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University of Washington
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University of Virginia
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81 reviews
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Reviewed on Jan 18, 2023
Excellent course, but requiring feedback from other students hampers a quick run through the course material.
Reviewed on Aug 22, 2024
This course gives you the foundational knowledge to apply AI to solve business problems. Its very practical course
Reviewed on Jun 1, 2021
I had fun and i enjoyed it and i am hungry for more!
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