IBM
Generative AI for Data Analysts Specialization
IBM

Generative AI for Data Analysts Specialization

Build generative AI skills for data analytics. Enhance your career as a data analyst with knowledge of generative AI! No prior experience necessary.

Dr. Pooja
Abhishek Gagneja
Rav Ahuja

Instructors: Dr. Pooja

Included with Coursera Plus

Get in-depth knowledge of a subject

(271 reviews)

Intermediate level

Recommended experience

2 months at 2 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject

(271 reviews)

Intermediate level

Recommended experience

2 months at 2 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers

What you'll learn

  • Apply your skills to recognize real-world generative AI uses and identify popular generative AI models and tools.

  • Gain knowledge of generative AI prompt engineering concepts, examples, common tools and techniques needed to create effective, impactful prompts.

  • Identify appropriate generative AI tools for data analytics.

  • Examine real-world applications where generative AI can enhance data analytics workflows.

Overview

What’s included

Shareable certificate

Add to your LinkedIn profile

Taught in English
17 practice exercises

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from IBM

Specialization - 3 course series

What you'll learn

  • Describe generative AI and distinguish it from discriminative AI.

  • Describe the capabilities of generative AI and its use cases in the real world.

  • Identify the applications of generative AI in different sectors and industries.

  • Explore common generative AI models and tools for text, code, image, audio, and video generation.

Skills you'll gain

Generative AI, ChatGPT, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), and Machine Learning

What you'll learn

  • Explain the concept and relevance of prompt engineering in generative AI models. 

  • Apply the best practices for creating prompts.

  • Assess commonly used tools for prompt engineering.

  • Apply common prompt engineering techniques and approaches for writing effective prompts.

Skills you'll gain

Prompt Patterns, Prompt Engineering, ChatGPT, Generative AI, and Image Quality

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

Skills you'll gain

Generative AI, Data Analysis, Data Storytelling, Python Programming, Dashboard, Statistical Analysis, Analytics, Data Visualization Software, Interactive Data Visualization, Query Languages, OpenAI, Responsible AI, Data Ethics, and Prompt Engineering

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructors

Dr. Pooja
IBM
4 Courses366,759 learners
Abhishek Gagneja
IBM
6 Courses240,853 learners

Offered by

IBM

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