Generative AI for Data Scientists Specialization Course

Generative AI for Data Scientists Specialization Course Course

The "Generative AI for Data Scientists" specialization offers a comprehensive and practical approach to integrating generative AI into data science. It's ideal for professionals aiming to enhance thei...

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Generative AI for Data Scientists Specialization Course on Coursera — The "Generative AI for Data Scientists" specialization offers a comprehensive and practical approach to integrating generative AI into data science. It's ideal for professionals aiming to enhance their data science skills with AI tools.

Pros

  • No prior experience required, making it accessible to beginners.
  • Self-paced learning with a flexible schedule.
  • Taught by experienced instructors from IBM.
  • Provides a holistic view of integrating generative AI into data science.

Cons

  • Requires consistent time commitment to complete all courses within the recommended timeframe.
  • Some advanced AI topics may not be covered in depth.

Generative AI for Data Scientists Specialization Course Course

Platform: Coursera

What will you learn in this Generative AI for Data Scientists Specialization Course

  • Understand the fundamentals of generative AI and its applications in data science.

  • Master prompt engineering techniques to optimize AI outputs.

  • Utilize generative AI tools like IBM Watsonx, Prompt Lab, Spellbook, and Dust.

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  • Apply generative AI in data augmentation, feature engineering, model development, and visualization.

  • Gain hands-on experience through real-world projects and scenarios.

Program Overview

Module 1: Getting Started

Course 1: Generative AI: Introduction and Applications
⏳   7 hours

  • Learn the basics of generative AI, its capabilities, and real-world use cases across various industries.

Course 2: Generative AI: Prompt Engineering Basics
⏳  7 hours

  • Delve into prompt engineering concepts, exploring techniques like zero-shot and few-shot prompting, and tools to create effective prompts.

Course 3: Generative AI: Elevate Your Data Science Career
⏳  14 hours

  • Apply generative AI tools and techniques in data science processes such as data preparation, analysis, visualization, and storytelling.

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Job Outlook

  • Completing this specialization prepares you for roles such as Data Scientist, AI Specialist, or Machine Learning Engineer.

  • The skills acquired are applicable across various industries that utilize data science and AI technologies.

  • Enhance your employability by gaining practical experience in applying generative AI to data science workflows.

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