This comprehensive course unravels the potential of generative AI in data analytics. The course will provide an in-depth knowledge of the fundamental concepts, models, tools, and generative AI applications regarding the data analytics landscape.
Generative AI: Enhance your Data Analytics Career
This course is part of multiple programs.
Instructors: Dr. Pooja
Sponsored by MAHE Manipal
10,331 already enrolled
(81 reviews)
Recommended experience
What you'll learn
Describe how you can use Generative AI tools and techniques in the context of data analytics across industries
Implement various data analytic processes such as data preparation, analysis, visualization and storytelling using Generative AI tools
Evaluate real-world case studies showcasing the successful application of Generative AI in deriving meaningful insights
Analyze the ethical considerations and challenges associated with using Generative AI in data analytics
Details to know
Add to your LinkedIn profile
7 assignments
See how employees at top companies are mastering in-demand skills
Build your subject-matter expertise
- Learn new concepts from industry experts
- Gain a foundational understanding of a subject or tool
- Develop job-relevant skills with hands-on projects
- Earn a shareable career certificate
Earn a career certificate
Add this credential to your LinkedIn profile, resume, or CV
Share it on social media and in your performance review
There are 3 modules in this course
This module introduces Generative AI for Data Analytics. You will explore several generative AI tools used in data analytics and gain insights into implementing them successfully. The module covers using generative AI for tasks like data generation and augmentation, data preparation, querying databases, and obtaining insights from Q&A models.
What's included
8 videos2 readings3 assignments1 app item1 discussion prompt10 plugins
In this module, you will have the skills and knowledge to effectively use Generative AI to derive insights, create visually compelling data representations, and construct interactive dashboards for data analytics pipelines. You will also understand the importance of ethical practices in utilizing generative models for data analytics.
What's included
7 videos1 reading3 assignments3 app items1 discussion prompt6 plugins
In this module, you will complete a guided practice project where you will use a real-world data set and practice generative AI to generate Python codes that can perform data preparation, analysis, visualization and dashboarding. In addition, you will attempt a final graded exam designed to evaluate your understanding of generative AI.
What's included
1 video2 readings1 assignment2 app items1 plugin
Why people choose Coursera for their career
Learner reviews
81 reviews
- 5 stars
81.92%
- 4 stars
9.63%
- 3 stars
2.40%
- 2 stars
1.20%
- 1 star
4.81%
Showing 3 of 81
Reviewed on Aug 9, 2024
Excellent foundation in how Generative AI will impact data analysts
Reviewed on Nov 24, 2024
Good introduction to Generative AI with fun labs. The videos go very fast, but transcripts can be downloaded.
Reviewed on Sep 23, 2024
Very useful information about AI for Data analysis in today's World data Insights.
Recommended if you're interested in Data Science
Coursera Instructor Network
Coursera Instructor Network
Vanderbilt University
Open new doors with Coursera Plus
Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription
Advance your career with an online degree
Earn a degree from world-class universities - 100% online
Join over 3,400 global companies that choose Coursera for Business
Upskill your employees to excel in the digital economy