Generative AI: Elevate Your Data Science Career

BY
IBM via Coursera

Leverage generative AI tools with a Generative AI: Elevate Your Data Science Career certification by Coursera

Mode

Online

Duration

3 Weeks

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based
Learning efforts 4 Hours Per Week

Course overview

Generative AI: Elevate Your Data Science Career certification course lasts for 12 hours (approximately). The programme provides students with in-depth knowledge of generative AI tools, like GPT 3.5, ChatCSV, and tomat.ai for querying and creating the data. The course helps students to examine real-world scenarios where generative AI is used.   

The certification course is taught in English and it is also available in 21 other languages. The Generative AI: Elevate Your Data Science Career certification by Coursera offers generative AI skills in hands-on labs and projects. The students will be able to apply generative AI techniques in developing and refining ML models.    

The programme offers a comprehensive curriculum to the students that includes data science and generative AI, the use of generative AI for Data Science. Students will also be able to enhance their related projects with the guidance of industry experts. The course offers videos, readings, assignments, app items and plugins for a better understanding of the subject.  

Also Read: Online Data Science With Artificial Intelligence Courses & Certifications

The highlights

  • Intermediate Level
  • 12 Hours Online Course
  • Flexible Schedule
  • Taught in English/Available in 21 Languages

Program offerings

  • Guidance from industry experts
  • Shareable certificate
  • 7 assessments
  • Videos
  • Readings
  • Plugins.

Course and certificate fees

  • You can audit the Generative AI: Elevate Your Data Science Career course for free. But you must pay the programme fee to access the graded exercises and the certificate.  

Generative AI: Elevate Your Data Science Career course fee structure

Course Name
Fee Amount in INR
Generative AI: Elevate Your Data Science Career (audit only)
Free
Generative AI: Elevate Your Data Science Career - 1 month
Rs. 4,117/- per month
Generative AI: Elevate Your Data Science Career - 3 months
Rs. 2,745/- per month
Generative AI: Elevate Your Data Science Career- 6 months
Rs. 2,059/-per month
certificate availability

Yes

certificate providing authority

Coursera

Who it is for

The programme is developed for aspiring candidates and working professionals to enhance their knowledge and skills. This course is also useful for:

  • Data Analyst 
  • Data Engineer 
  • Data Scientist
  • Big Data Engineer

Eligibility criteria

Certification Qualifying Details

  • The students can earn a certificate by purchasing the certificate experience, during or after the audit.

What you will learn

After completing the Generative AI: Elevate Your Data Science Career certification syllabus, the students will learn generative AI tools, like GPT 3.5, ChatCSV, and tomat.ai to query and develop the data. They will also learn to apply the generative AI techniques in developing and refining the ML models.

Upon the completion of the Generative AI: Elevate Your Data Science Career training, the participants will gain a comprehensive understanding of generative AI and data science and the use of AI for data science. They will be able to apply the learned concepts in real-world scenarios.

The syllabus

Module 1: Data Science and Generative AI

Videos
  • Course Introduction
  • Generative AI and Data Science
  • Generative AI's Impact Across Industries
  • Leveraging Generative AI in Data Science Lifecycle
  • Types of Generative AI Models
  • Demo: Generative AI for Data Generation and Augmentation
  • Generative AI for Data Preparation and Data Querying
  • Demo: Generative AI for Data Preparation
  • Demo: Generative AI for Querying Databases
Readings
  • Course Syllabus and Prerequisites
  • Module 1 Summary: Data Science and Generative AI
Assignments
  • Module 1: Data Science and Generative AI
  • Lesson 1: Generative AI in Data Science
  • Lesson 2: Generative AI for Data Preparation and Querying
App items
  • Hands-on Lab: Generative AI for Data Preparation
  • Hands-on Lab: Generative AI for Querying Databases
Discussion Prompt
  • [Optional] Leveraging Generative AI in Data Science
Plugins
  • Helpful Tips for Course Completion
  • Reading: Generative AI Tools for Data Scientists
  • Reading: Guide to Choosing a Generative AI Model Type
  • Case Study: Successful Implementation of Generative AI
  • Hands-on Lab: Explore a Simple Generative Tool
  • Hands-on Lab: Generative AI for Data Generation and Augmentation
  • Module 1 Cheatsheet: Data Science and Generative AI

Module 2: Use of Generative AI for Data Science

Videos
  • Demo: Generative AI for Data Insights
  • Demo: Generative AI for Data Visualization
  • Generative AI Tools for Model Development
  • Generative AI for Understanding Data and Model Development
  • Considerations While Using Generative AI in Industries
  • Challenges While Using Generative AI
Reading
  • Module 2 Summary: Use of Generative AI for Data Science
Assignments
  • Module 2: Use of Generative AI for Data Science
  • Lesson 1: Generative AI for Understanding Data and Model Building
  • Lesson 2: Generative AI Considerations for Data Professionals
App items
  • Hands-on Lab: Generative AI for Data Insights
  • (Optional): Hands-on Lab: Generative AI for Data Visualization
  • Hands-on Lab: Generative AI for Models Development
  • Hands-on Lab: Considerations for Data Professionals using Gen AI
Plugins
  • Hands-on Lab: Generative AI for Data Visualization
  • 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 Science

Module 3: Final Project and Exam

Video
  • Generative AI for Data Science Skills
Readings
  • Review What You Learned
  • Congratulations and Next Steps
  • Thanks from the Course Team
Assignment
  • Final Exam: Generative AI for Data Science
App item
  • Hands-on Lab: Final Project: Generative AI for Data Science
Plugin
  • Reading: Final Project Overview

Admission details

To register for the Generative AI: Elevate Your Data Science Career classes, the candidates should follow the below-mentioned steps:

Step 1: Browse the link mentioned below:

https://www.coursera.org/learn/generative-ai-elevate-your-data-science-career

Step 2: Then the candidates can click on the “Enrol button and Sign Up by adding the basic information. 

Step 3: They can also join the course by Logging in with their Google, Facebook or an Apple account. 

Step 4: If the candidates have already signed up, they can directly log in with the username and password or log in with a Google, Facebook or Apple account.

How it helps

The Generative AI: Elevate Your Data Science Career certification benefits include:

  • The participants gain a comprehensive knowledge of the subject and will be able to practice it.
  • They will also have access to the course study material through assignments, videos, readings, apps, and plugins.
  • The certification programme provides hands-on experience to the students with the support of industry experts.

Instructors

Mr Rav Ahuja

Mr Rav Ahuja
Global Program Director
IBM

B.E /B.Tech, MBA

Dr Pooja 1
Instructor
IBM

FAQs

What is the duration of the Generative AI: Elevate Your Data Science Career training?

The certification course duration is 12 hours.

In which language is the Generative AI: Elevate Your Data Science Career certification course taught?

The certification course is taught in English language but is also available in 21 other languages. However, some content may not be translated.

What are the skills students will learn after pursuing the Generative AI: Elevate Your Data Science Career online course?

After pursuing this course, the students will gain Data Science, Data Analysis, Querying Databases, Data Generation and Generative AI skills.

What is included with Generative AI: Elevate Your Data Science Career modules?

The certification course offers videos, readings, assignments, app items and plugins for each module.

When can students have access to the lectures and assignments?

The students can get access when they have enrolled for audit mode. The course material is free and to get the graded assignments, the students may be required to pay.

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