AI for Data Analytics & BI

AI for Data Analytics & BI

AI along with generative AI is a cutting-edge technology that will transform nearly every business function, ranging from content creation and product design to improving customer experience and marketing new ideas.  While the benefits of AI are immense, technology has its limitations and poses some ethical considerations.  This course is intended for front-line learners, who will be introduced to AI concepts and ethical considerations.

Overall Learning Outcomes

Foundational AI Knowledge

* Understand core AI concepts, including machine learning, deep learning, and neural networks.

1. * Grasp the capabilities and limitations of generative AI and GPT models.

Ethical Awareness

1. * Learn about the ethical considerations and responsible use of AI in various applications.

Prompt Engineering Skills

* Master the art of crafting effective prompts for generative AI to manipulate and analyze data..

* Apply advanced techniques to filter, group, combine, and visualize data effectively.

AI in BI Tools:

* Leverage AI-powered features in Power BI to enhance business intelligence capabilities.

* Train machine learning models and create AI-driven insights for better decision-making..

Data Visualization with Generative AI:

* Develop and refine interactive data visualizations using tools like D3.js with generative AI.

* Gain practical experience in implementing AI for real-world data visualization tasks.

This course prepares learners to integrate AI into BI workflows, effectively use generative AI for data manipulation and visualization, and address ethical challenges in AI applications.