About Course

Generative AI for Data Scientists Specialization: Learn for Free!

Unlock the power of Generative AI and enhance your data science expertise with this comprehensive specialization, brought to you by IBM. According to Gartner, the demand for cognitive science professionals is booming, with a projected 800% increase in skills by 2026. This specialization empowers you with the essential knowledge and practical experience to thrive in this rapidly evolving field.

This three-course specialization is designed for data scientists, data analysts, data architects, engineers, and data science enthusiasts. You’ll start by understanding the fundamentals of AI and its real-world applications. Next, you’ll delve into the crucial concepts and strategies of prompt engineering, exploring popular tools like IBM Watsonx, Prompt Lab, Spellbook, and Dust. Finally, you’ll learn how to apply generative AI across data science methodologies, including data augmentation, generation, feature engineering, model development, improvement, visualization, and insightful analysis.

This free course provides hands-on experience through engaging activities and projects, such as:

Generating text, images, and code using AI.
Applying prompt engineering techniques and best practices.
Leveraging generative AI models to create a predictive model for used car sales prices.

This specialization is available for free on Theetay, a platform offering top-rated online courses from renowned providers like Udemy, Udacity, Coursera, MasterClass, NearPeer, and more. Start your journey to becoming a Generative AI expert today!

Identify real-world applications of producer AI and identify popular producer AI models and tools for text, code, images, audio, and video.
Understand the concepts, examples, and common tools of artificial intelligence prompt engineering and learn techniques to create effective and impactful prompts.
Identifying the right artificial intelligence tools to produce for data science use cases.
Apply generative artificial intelligence prompting techniques to generate and enhance datasets and develop and improve machine learning models.

Course Content

01. generative-ai-introduction-and-applications
new topic

0006 002_why-learn-generative-ai-with-ibm.mp4

00:00
0007 003_specialization-overview_instructions.html

00:00
0010 004_generative-ai-fundamentals-specialization-introduction.mp4

00:00
0011 005_course-overview_instructions.html

00:00
0012 006_helpful-tips-for-course-completion_Helpful_Tips_IBM_SkillsNetwork.html

00:00
0016 001_introduction-to-generative-ai.mp4

00:00
0017 002_history-and-evolution-of-generative-ai_instructions.html

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0020 003_capabilities-of-generative-ai.mp4

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0021 004_lesson-summary_instructions.html

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0024 001_applications-of-generative-ai.mp4

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0027 002_tools-for-text-generation.mp4

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0030 003_tools-for-image-generation.mp4

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0033 004_tools-for-audio-and-video-generation.mp4

00:00
0036 005_tools-for-code-generation.mp4

00:00
0037 006_lesson-summary_instructions.html

00:00
0038 001_congratulations-and-next-steps_instructions.html

00:00
0039 002_thanks-from-the-course-team_instructions.html

00:00
0003 001_course-introduction.mp4

00:00
0001 001_course-introduction.en.srt

00:00
A Message from the Professor
Section Quiz

02. generative-ai-prompt-engineering-for-everyone
new topic

0004 002_course-overview_instructions.html

00:00
0005 003_specialization-overview_instructions.html

00:00
0006 004_helpful-tips-for-course-completion_Helpful_Tips_IBM_SkillsNetwork.html

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0010 001_what-is-a-prompt.mp4

00:00
0013 002_what-is-prompt-engineering.mp4

00:00
0016 003_best-practices-for-prompt-creation.mp4

00:00
0019 004_common-prompt-engineering-tools.mp4

00:00
0020 005_lesson-summary_instructions.html

00:00
0023 001_text-to-text-prompt-techniques.mp4

00:00
0026 002_interview-pattern-approach.mp4

00:00
0029 003_chain-of-thought-approach.mp4

00:00
0032 004_tree-of-thought-approach.mp4

00:00
0033 005_lesson-summary_instructions.html

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0034 006_prompt-hacks_instructions.html

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0037 001_text-to-image-prompt-techniques.mp4

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0039 002_thanks-from-the-course-team_instructions.html

00:00
0040 001_about-the-optional-lesson-using-ibm-watsonx-ai_instructions.html

00:00
Section Quiz

03. generative-ai-elevate-your-data-science-career
new topic

0004 002_course-syllabus-and-prerequisites_instructions.html

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0007 001_generative-ai-and-data-science.mp4

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0010 002_generative-ai-s-impact-across-industries.mp4

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0013 003_leveraging-generative-ai-in-data-science-lifecycle.mp4

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0016 004_types-of-generative-ai-models.mp4

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0019 001_demo-generative-ai-for-data-generation-and-augmentation.mp4

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0022 002_generative-ai-for-data-preparation-and-data-querying.mp4

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0025 003_demo-generative-ai-for-data-preparation.mp4

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0028 004_demo-generative-ai-for-querying-databases.mp4

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0032 001_demo-generative-ai-for-data-insights.mp4

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0035 002_demo-generative-ai-for-data-visualization.mp4

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0038 003_generative-ai-tools-for-model-development.mp4

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0041 004_generative-ai-for-understanding-data-and-model-development.mp4

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0003 001_course-introduction.mp4

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0047 002_challenges-while-using-generative-ai.mp4

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0052 001_generative-ai-for-data-science-skills.mp4

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0053 002_congratulations-and-next-steps_instructions.html

00:00
0054 003_thanks-from-the-course-team_instructions.html

00:00
Section Quiz

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Student Ratings & Reviews

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I Also Enjoyed This Course After My First Introduction To Artificial Intelligence Course I Enjoyed It.

About Course

Generative AI for Data Scientists Specialization: Learn for Free!

What Will You Learn?

Course Content

01. generative-ai-introduction-and-applications new topic

0006 002_why-learn-generative-ai-with-ibm.mp4

0007 003_specialization-overview_instructions.html

0010 004_generative-ai-fundamentals-specialization-introduction.mp4

0011 005_course-overview_instructions.html

0012 006_helpful-tips-for-course-completion_Helpful_Tips_IBM_SkillsNetwork.html

0016 001_introduction-to-generative-ai.mp4

0017 002_history-and-evolution-of-generative-ai_instructions.html

0020 003_capabilities-of-generative-ai.mp4

0021 004_lesson-summary_instructions.html

0024 001_applications-of-generative-ai.mp4

0027 002_tools-for-text-generation.mp4

0030 003_tools-for-image-generation.mp4

0033 004_tools-for-audio-and-video-generation.mp4

0036 005_tools-for-code-generation.mp4

0037 006_lesson-summary_instructions.html

0038 001_congratulations-and-next-steps_instructions.html

0039 002_thanks-from-the-course-team_instructions.html

0003 001_course-introduction.mp4

0001 001_course-introduction.en.srt

A Message from the Professor

Section Quiz

02. generative-ai-prompt-engineering-for-everyone new topic

0004 002_course-overview_instructions.html

0005 003_specialization-overview_instructions.html

0006 004_helpful-tips-for-course-completion_Helpful_Tips_IBM_SkillsNetwork.html

0010 001_what-is-a-prompt.mp4

0013 002_what-is-prompt-engineering.mp4

0016 003_best-practices-for-prompt-creation.mp4

0019 004_common-prompt-engineering-tools.mp4

0020 005_lesson-summary_instructions.html

0023 001_text-to-text-prompt-techniques.mp4

0026 002_interview-pattern-approach.mp4

0029 003_chain-of-thought-approach.mp4

0032 004_tree-of-thought-approach.mp4

0033 005_lesson-summary_instructions.html

0034 006_prompt-hacks_instructions.html

0037 001_text-to-image-prompt-techniques.mp4

0039 002_thanks-from-the-course-team_instructions.html

0040 001_about-the-optional-lesson-using-ibm-watsonx-ai_instructions.html

Section Quiz

03. generative-ai-elevate-your-data-science-career new topic

0004 002_course-syllabus-and-prerequisites_instructions.html

0007 001_generative-ai-and-data-science.mp4

0010 002_generative-ai-s-impact-across-industries.mp4

0013 003_leveraging-generative-ai-in-data-science-lifecycle.mp4

0016 004_types-of-generative-ai-models.mp4

0019 001_demo-generative-ai-for-data-generation-and-augmentation.mp4

0022 002_generative-ai-for-data-preparation-and-data-querying.mp4

0025 003_demo-generative-ai-for-data-preparation.mp4

0028 004_demo-generative-ai-for-querying-databases.mp4

0032 001_demo-generative-ai-for-data-insights.mp4

0035 002_demo-generative-ai-for-data-visualization.mp4

0038 003_generative-ai-tools-for-model-development.mp4

0041 004_generative-ai-for-understanding-data-and-model-development.mp4

0003 001_course-introduction.mp4

0047 002_challenges-while-using-generative-ai.mp4

0052 001_generative-ai-for-data-science-skills.mp4

0053 002_congratulations-and-next-steps_instructions.html

0054 003_thanks-from-the-course-team_instructions.html

Section Quiz

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Student Ratings & Reviews

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01. generative-ai-introduction-and-applications
new topic

02. generative-ai-prompt-engineering-for-everyone
new topic

03. generative-ai-elevate-your-data-science-career
new topic