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.

Taught in English

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Dr. Pooja
Abhishek Gagneja
Rav Ahuja

Instructors: Dr. Pooja

2,296 already enrolled

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Specialization - 3 course series

Get in-depth knowledge of a subject

4.7

(68 reviews)

Intermediate level

Recommended experience

2 months at 2 hours a week
Flexible schedule
Learn at your own pace

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.

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Recently updated!

February 2024

Specialization - 3 course series

Get in-depth knowledge of a subject

4.7

(68 reviews)

Intermediate level

Recommended experience

2 months at 2 hours a week
Flexible schedule
Learn at your own pace

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Specialization - 3 course series

Generative AI: Introduction and Applications

Course 16 hours4.6 (696 ratings)

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

Category: Artificial Intelligence (AI)
Category: ChatGPT
Category: Large Language Models (LLM)
Category: Natural Language Generation
Category: Generative AI

Generative AI: Prompt Engineering Basics

Course 27 hours4.7 (464 ratings)

What you'll learn

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

  • Apply best practices for creating prompts and explore examples of impactful prompts.

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

  • Explore commonly used tools for prompt engineering to aid with prompt engineering.

Skills you'll gain

Category: Artificial Intelligence (AI)
Category: Prompt Engineering
Category: ChatGPT
Category: prompt patterns
Category: Generative AI

Generative AI: Enhance your Data Analytics Career

Course 314 hours4.6 (19 ratings)

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

Category: Data Analysis
Category: Querying Databases
Category: Data Generation
Category: Generative AI
Category: Data Augmenting

Instructors

Dr. Pooja
IBM
4 Courses283,598 learners

Offered by

IBM

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