IBM - Generative AI: Enhance your Data Analytics Career
- Offered byCoursera
Generative AI: Enhance your Data Analytics Career at Coursera Overview
Duration | 13 hours |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Generative AI: Enhance your Data Analytics Career at Coursera Highlights
- Earn a certificate from Coursera
- Add to your LinkedIn profile
- 7 assignments
Generative AI: Enhance your Data Analytics Career at Coursera Course details
- This course is suitable for both practicing data analysts as well as learners aspiring to start a career in data analytics
- 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
- 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
- In this course, you will examine real-world applications and use generative AI to gain data insights using techniques such as prompts, visualization, storytelling, querying and so on
- In addition, you will understand the ethical implications, considerations, and challenges of using generative AI in data analytics across different industries
- You will acquire practical experience through hands-on labs where you will leverage generative AI models and tools such as ChatGPT, ChatCSV, Mostly.AI, SQLthroughAI and more
- Finally, you will apply the concepts learned throughout the course to a data analytics project
- Also, you will have an opportunity to test your knowledge with practice and graded quizzes and earn a certificate
Generative AI: Enhance your Data Analytics Career at Coursera Curriculum
Data Analytics and Generative AI
Course Introduction
Generative AI for Data Analytics
Examples of Generative AI in Data Analytics
Demo: Generative AI for Data Generation and Augmentation
Demo: Generative AI for Data Preparation
Demo: Generative AI for Querying Databases
Generative AI for Q and A Model Insights
Successful Implementations of Generative AI for Data Preparation and Insights
Course Syllabus and Prerequisites
Module 1 Summary: Data Analytics and Generative AI
Lesson 1 Practice Quiz: Data Analytics and Generative AI
Lesson 2 Practice Quiz: Generative AI for Data Preparation and Insights
Module 1 Graded Quiz: Data Analytics and Generative AI
Discussion Prompt: Data Analytics and Generative AI
Helpful Tips for Course Completion
Reading: Generative AI Tools for Data Analytics
Reading: Case Study on Successful Implementations of Generative AI in Data Analytics
Hands-on Lab: Explore a Simple Generative Tool
Reading: Leveraging Generative AI in Data Analytics Process
Hands-on Lab: Generative AI for Data Generation and Augmentation
Hands-on Lab: Generative AI for Data Preparation
Hands-on Lab: Generative AI for Querying Databases
Hands-on Lab: Generative AI for Q and A
Reading: Using Microsoft Copilot
Module 1 Cheatsheet: Data Analytics and Generative AI
Use of Generative AI for Data Analytics
Demo: Generative AI for Data Insights
Demo: Generative AI for Data Visualization
Generative AI for Creating Dashboards
Generative AI for Storytelling
Successful Implementation of Generative AI for Data Visualization and Storytelling
Considerations While Using Generative AI in Industries
Challenges While Using Generative AI
Module 2 Summary: Generative AI for data visualization and storytelling
Lesson 1 Practice Quiz: Generative AI for Data Visualization and Storytelling
Lesson 2 Practice Quiz: Generative AI Considerations for Data Professionals
Module 2 Graded Quiz: Use of Generative AI for Data Analytics
Hands-on Lab: Generative AI for Data Insights
Hands-on Lab: Considerations for Data Professionals using Gen AI
Dashboarding and Storytelling with Generative AI
Hands-on Lab: Generative AI for Data Visualization
Hands-on Lab: Generative AI for Creating Dashboards
Hands-on Lab: Generative AI for Storytelling
Reading: Responsible Generative AI for Data Professionals
Case Study: Considerations While Using Generative AI in Healthcare
Module 2 Cheatsheet: Use of Generative AI for Data Analytics
Final Project and Exam
Enhancing Your Data Analyst Career with Generative AI
Congratulations and Next Steps
Thanks from the Course Team
Final Exam
Hands-on Lab: Guided Practice Project
Alternative Lab Environment for Guided Practice Project
Reading: Guided Practice Project Overview
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