GenAI for Data Analysts

This course offers a comprehensive introduction to the capabilities of GenAI and provides practical strategies for integrating these powerful tools into everyday data analysis tasks.

Reza Moradinezhad
Soheil Haddadi
Published: Jul 2024
Core
Data Science
1 hour 10 minutes
In partnership with:Coursera
GenAI for Data Analysts

Course Overview

"Just like a high-quality camera is essential for vloggers to create stunning content, Generative AI is a game-changer for data analysts aiming to enhance their work. 'GenAI for Data Analysts' explores the revolutionary impact of Generative Artificial Intelligence on data analysis. This course offers a comprehensive introduction to the capabilities of GenAI and provides practical strategies for integrating these powerful tools into everyday data analysis tasks. Through a combination of discussions, video demos, and guided hands-on activities, learners will gain an understanding of how GenAI can significantly enhance productivity in data preprocessing, pattern recognition, predictive analytics, and report generation. 

Imagine facing an impossible deadline on a massive data analysis project. Traditional methods fall short, and time is running out. This was my reality a few years ago—until I discovered Generative AI. This game-changing technology automated tedious tasks unveiled hidden patterns, and generated insightful reports in record time, saving the project and revolutionizing my approach to data analysis. In this course, I'll teach you how to leverage Generative AI to elevate your work and stay ahead in this rapidly evolving field. Join me and transform your data analysis capabilities! 

We will also address ethical considerations associated with GenAI, including potential biases, data privacy issues, and best practices for responsible use. By the end of this course, you will be equipped with the knowledge and skills to leverage GenAI for more efficient and innovative data analysis, positioning yourself at the forefront of this technological advancement. Whether you are an experienced data analyst looking to stay current or an aspiring professional aiming to future-proof your skills, this course will empower you to harness the transformative potential of GenAI in your work." 

Skills You Will Gain

DataAnalysis
DataPreprocessing
Ethical AI
GenerativeAI
PredictiveAnalytics

Course Includes

1K
STUDENTS*
96%
RECOMMEND*

This course includes:

  • 1 hour of on-demand video  
  • Certificate of completion  
  • Direct access/chat with the instructor 
  • 100% self-paced online 

Learning Outcomes (At the end of this program, you will be able to...)

  • Identify the advanced capabilities of GenAI for enhancing various data analysis tasks, including unique functionalities and innovative use cases. 
  • Examine and apply real-world applications of GenAI in data analysis, highlighting unique success stories and innovative practices. 
  • Compare and contrast the risks, challenges, and ethical considerations of using GenAI in data analysis, with a focus on emerging issues and futuristic solutions. 

Prerequisites

  • Familiarity with fundamental data analysis concepts and workflows
  • Curiosity and willingness to explore new technologies

 

Who Should Attend

This course is designed for individual data analysts seeking to enhance their workflows with GenAI, team leads guiding their teams toward innovative practices, and aspiring data analysts aiming to future-proof their skills. It is also ideal for those looking to advance their careers by mastering GenAI applications in data science.

Curriculum

Explore the comprehensive, hands-on curriculum designed to build your expertise step by step.

Meet Your Expert Instructors

Frequently Asked Questions

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*Where courses have been offered multiple times, the “# Students” includes all students who have enrolled. The “%Recommended” shown is also based on this data.