This course provides an applied introduction to bivariate and multiple regression, focusing on how generative AI can be used as a partner to streamline analysis and enhance prediction accuracy. Students will learn how to structure research questions, run regression models using AI tools, and interpret key outputs like coefficients and R-squared values. Emphasis is placed on … [Read more...] about From Data to Decisions: Making Predictions with AI
Data Analysis
Generative AI for Data Visualization and Data Storytelling
In today’s data-driven world, harnessing the power of Generative AI to create impactful data visualizations is essential for effective communication and decision-making. This course focuses on utilizing cutting-edge AI tools to transform raw data into dynamic, insightful visual artifacts, enhancing your ability to convey complex information clearly and compellingly. Designed … [Read more...] about Generative AI for Data Visualization and Data Storytelling
GenAI for Data Analysis : OpenAI Assistant API
In this 2-hour long project-based course, you will learn how to create an AI Assistant using the OpenAI API. In this project, You have been contacted by ToyTrends, an online retail store, to develop an advanced AI assistant capable of conducting insightful data analysis on their sales data. ToyTrends has supplied you with a JSON dataset containing sales records, and your role … [Read more...] about GenAI for Data Analysis : OpenAI Assistant API
Hands-on Text Mining and Analytics
This course provides an unique opportunity for you to learn key components of text mining and analytics aided by the real world datasets and the text mining toolkit written in Java. Hands-on experience in core text mining techniques including text preprocessing, sentiment analysis, and topic modeling help learners be trained to be a competent data scientists. Empowered by … [Read more...] about Hands-on Text Mining and Analytics
From Data to Decisions: Getting Started with AI
This course is intended for individuals who'd like to work with data from their organization but don't know where to start. We'll combine generative AI and your insights to structure research questions, understand the variables in your dataset, and begin describing the data for the purpose of generating insights into better decisions. After taking this course, learners will … [Read more...] about From Data to Decisions: Getting Started with AI
