Generative AI: Enhance your Data Analytics Career

IBM via Coursera

Go to Course: https://www.coursera.org/learn/generative-ai-enhance-your-data-analytics-career

Introduction

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

Syllabus

Data Analytics and Generative AI

This module introduces Generative AI for Data Analytics. You will explore several generative AI tools used in data analytics and gain insights into implementing them successfully. The module covers using generative AI for tasks like data generation and augmentation, data preparation, querying databases, and obtaining insights from Q&A models.

Use of Generative AI for Data Analytics

In this module, you will have the skills and knowledge to effectively use Generative AI to derive insights, create visually compelling data representations, and construct interactive dashboards for data analytics pipelines. You will also understand the importance of ethical practices in utilizing generative models for data analytics.

Final Project and Exam 

In this module, you will complete a guided practice project where you will use a real-world data set and practice generative AI to generate Python codes that can perform data preparation, analysis, visualization and dashboarding. In addition, you will attempt a final graded exam designed to evaluate your understanding of generative AI.

Overview

This comprehensive course unravels the potential of generative AI in data analytics. The course will provide an in-depth knowledge of the fundamental concepts, models, tools, and generative AI applications regarding the data analytics landscape. In this course, you will examine real-world applications and use generative AI to gain data insights using techniques such as prompts, visualization, storytelling, querying and so on. In addition, you will understand the ethical implications, considera

Skills

Reviews

It is good professional course certication to learn from coursera those who cannot attend direct classes can learn directly at their own time

Excellent foundation in how Generative AI will impact data analysts

Good introduction to Generative AI with fun labs. The videos go very fast, but transcripts can be downloaded.

Very useful information about AI for Data analysis in today's World data Insights.