IBM
Generative AI for Data Scientists Specialization
IBM

Generative AI for Data Scientists Specialization

Leap ahead in data science using generative AI . Build in-demand hands-on generative AI skills to supercharge your data science career in under 1 month

Taught in English

Some content may not be translated

Dr. Pooja
Abhishek Gagneja
Rav Ahuja

Instructors: Dr. Pooja

2,886 already enrolled

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Specialization - 3 course series

Get in-depth knowledge of a subject

4.8

(69 reviews)

Intermediate level

Recommended experience

1 month at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Apply skills to recognize real-world generative AI uses and identify popular generative AI models and tools for text, code, image, audio, and video

  • Understand generative AI prompt engineering concepts, examples, and common tools and learn techniques to create effective, impactful prompts

  • Learn how to identify appropriate generative AI tools for data science use cases

  • Apply generative AI prompt techniques to generate and augment datasets and to develop and refine machine learning models

Details to know

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Recently updated!

January 2024

Specialization - 3 course series

Get in-depth knowledge of a subject

4.8

(69 reviews)

Intermediate level

Recommended experience

1 month at 10 hours a week
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

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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
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Specialization - 3 course series

Generative AI: Introduction and Applications

Course 16 hours4.6 (364 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 hours4.8 (238 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: Elevate Your Data Science Career

Course 311 hours4.8 (20 ratings)

What you'll learn

  • Leverage generative AI tools, like GPT 3.5, ChatCSV, and tomat.ai, available to Data Scientists for querying and preparing data

  • Examine real-world scenarios where generative AI can enhance data science workflows

  • Practice generative AI skills in hand-on labs and projects by generating and augmenting datasets for specific use cases

  • Apply generative AI techniques in the development and refinement of machine learning models

Skills you'll gain

Category: Data Science
Category: Data Analysis
Category: Quering Databases
Category: Data Generation
Category: Generative AI

Instructors

Dr. Pooja
IBM
4 Courses268,381 learners

Offered by

IBM

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