Practical AI for Professionals

Northeastern University via Coursera

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Overview

"Practical AI for Professionals" is a comprehensive course tailored for working professionals across various industries who want to integrate artificial intelligence into their daily workflows and strategic decision-making. Whether you're in marketing, finance, healthcare, education, or operations, this course provides real-world applications of AI that can enhance productivity, automate tasks, and drive innovation. Participants will explore key AI concepts such as machine learning, natural language processing, computer vision, and generative AI in a practical, easy-to-understand manner—no advanced technical background required. The...

Syllabus

Introduction to Artificial Intelligence

This module provides a definition of artificial intelligence and puts the advancements into a historical perspective. You will learn how AI mimics human senses to perform tasks that allow advanced technologies such as self-driving cars.

AI Tools, Services and Frameworks

Welcome to the "AI Tools and Business Strategies", where we'll explore the essential tools and platforms that power AI development and deployment. We will also look at how AI is impacting businesses and business strategy.

AI for Business Solutions

In this module we explore the crucial stages of handling and utilizing data effectively within AI projects. We start by exploring differences between structured and unstructured data. Then we will discuss understanding the opportunities to integrate AI to meet business needs. Finally, we'll take a look at how different industries are already doing this.

Exploring Data

In this module we will discuss discussing utilising visual tools and descriptive statistics to extract insights into the data. This will us to define and select features critical for predictive modeling.