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What you'll learn

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.

Skills you'll gain

Solution Design

Artificial Intelligence and Machine Learning (AI/ML)

Artificial Intelligence

Compliance Management

Machine Learning

Project Implementation

Business Solutions

MLOps (Machine Learning Operations)

Data-Driven Decision-Making

Data Ethics

Applied Machine Learning

Business Ethics

Machine Learning Algorithms

There are 4 modules in this course

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.

Select Appropriate Tools

Promote Data Privacy and Ethical Practices

Apply What You've Learned