AI Integration with Big Data

How do Artificial Intelligence and Big Data work together to power smarter decisions? This essential micro-course explores the dynamic intersection of AI and massive datasets, showing you how machine learning models are integrated into data pipelines to solve complex business challenges.

While you're learning these techniques, you’ll also examine how AI-driven applications process and interpret large-scale data—including text and images—to generate predictive and prescriptive insights.

You'll gain a solid understanding of:

• How machine learning models are embedded into big data workflows.
• The process of building AI applications that handle vast and varied datasets.
• Real-world strategies for extracting intelligence from large-scale data using AI.

By the end of this micro-course, you won’t just understand the theory—you’ll be ready to build simple AI solutions.

Competency:
Design and implement AI-driven applications that integrate machine learning models with big data pipelines to process, interpret, and generate predictive and prescriptive solutions from large-scale datasets.

Learning Objectives:

1. Explain machine learning models with big data pipelines to develop predictive and prescriptive solutions.
   
2. Discuss the process of developing and implementing AI-driven applications that process and interpret large-scale datasets, including text and image data.

Confused about how AI and Big Data connect? You’re not alone. Get started here with a “fundamentals first” learning experience. You have an AI coach built into your course, so you can learn while doing!