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IBM

Generative AI for Data Analysts

IBM via edX Professional Certificate

Overview

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Data analytics is essential for organizations to make informed decisions and stay competitive in today’s data-driven world. As the demand for skilled professionals in this field grows, staying updated with the latest advancements is important. Generative AI (or Gen AI) is one of the most exciting developments in this space, offering powerful tools to enhance data analysis and create new opportunities for business growth.

This program explores practical use cases and popular gen AI models and tools for generating text, code, image, audio, and video. Learn how to effectively apply gen AI to data analysis and improve decision-making in real-world scenarios.

Start by mastering key concepts in prompt engineering, including zero-shot and few-shot learning techniques. Use tools like IBM Watsonx, Prompt Lab, Spellbook, and Dust to gain hands-on experience in creating AI-driven solutions that solve challenges.

Next, understand the building blocks of gen AI, such as GPT, DALL-E, and IBM Watson Studio. Explore how these foundational models fit into the world of data analytics and how they can be applied to solve complex problems in different industries.

The course also covers the ethical considerations and challenges of using gen AI. Learn how AI tools are shaping industries and how to approach their use responsibly.

Throughout the course, apply the concepts in hands-on labs within the IBM Generative AI Classroom. At the end of the course, work on a real-life project to showcase your skills and knowledge.

This program is designed for beginners, and no prior experience is required. However, a basic understanding of data analytics will help make the most of the course.

Start building your future in data analytics today. Enroll now and take the next step in mastering gen AI as a data analyst!

Syllabus

Courses under this program:
Course 1: Introduction to Generative AI

In this course, you will learn about the fundamentals of generative AI. You will explore the capabilities and applications of generative AI across different domains. You will explore the capabilities and features of common generative AI models and tools.



Course 2: Introduction to Prompt Engineering

In this course, you will learn about prompt engineering to unlock the full potential of generative AI tools like ChatGPT. You will learn the techniques and best practices for writing effective prompts and explore a few common prompt engineering tools.



Course 3: Mastering Generative AI for Data Analytics

Unlock Generative AI data analytics skills: prompting, visualization, storytelling, and querying. Explore concepts, industry uses, and ethics. Designed for analysts with Python & AI basics, complete a shareable project and earn an industry certificate.



Courses

Taught by

Abhishek Gagneja, Rav Ahuja and Antonio Cangiano

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