Generative Ai In Data Analytics From Data To Decisions
 

Generative Ai In Data Analytics: From Data To Decisions
Published 8/2026
Created by Shwetha S P
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English | Duration: 51 Lectures ( 3h 54m ) | Size: 1.6 GB
Master Ai-Powered Data Analytics Using ChatGPT, Claude, Julius AI, Tableau Pulse, and Real-World Projects
What you'll learn
⚡ Apply Generative AI across the complete data analytics lifecycle, from data preparation to business decision-making
⚡ Automate data preparation, ETL, and exploratory data analysis using leading AI-powered tools
⚡ Generate synthetic data and improve data quality for analysis using AI techniques
⚡ Analyze datasets, uncover trends, and create visualizations using natural language prompts
⚡ Create forecasts, business reports, and actionable insights with Generative AI
⚡ Use industry-leading AI tools such as ChatGPT, Claude, Julius AI, and Tableau Pulse to solve real-world analytics problems
Requirements
❗ No prior experience with AI or programming is required. Basic knowledge of spreadsheets and data concepts is helpful but not mandatory.
❗ A computer with internet access and a free account for AI tools such as ChatGPT, Claude, and Julius AI.
❗ Microsoft Excel or Google Sheets for working with sample datasets.
Description
*This course contains the use of artificial intelligence.*
Are you ready to transform the way you analyze data using Generative AI?
Generative AI is revolutionizing data analytics by enabling professionals to prepare data, automate repetitive tasks, analyze large datasets, generate insights, create visualizations, build forecasts, and produce business reports using simple natural language prompts.
This course is designed to help you integrate Generative AI across theentire data analytics lifecycle through practical demonstrations, real-world datasets, and industry-leading AI tools.
Whether you're a beginner exploring AI-powered analytics or a professional looking to improve productivity, this course will give you the practical skills needed to work smarter and make better data-driven decisions.
Why Learn Generative AI for Data Analytics?
Organizations are rapidly adopting Generative AI to
✨ Automate repetitive data analytics tasks
✨ Prepare and transform data more efficiently
✨ Analyze large datasets using natural language
✨ Generate synthetic datasets for testing and development
✨ Discover trends, patterns, and business insights
✨ Build forecasts and perform risk analysis
✨ Create professional reports and executive summaries
✨ Accelerate data-driven decision-making
Professionals who can combine data analytics with Generative AI are becoming increasingly valuable across industries.
What Makes This Course Different?
This course focuses onpractical learning rather than theory alone.
You'll learn through
✨ Step-by-step demonstrations
✨ Real-world datasets
✨ Practical business scenarios
✨ Beginner-friendly explanations
✨ Natural language prompts
✨ Hands-on AI tools
✨ Industry best practices
Every concept is demonstrated using AI so you can immediately apply what you learn.
What You'll Learn
Module 1: Foundations of Generative AI in Data Analytics
Learn how Generative AI simplifies the early stages of the analytics process.
You'll learn
✨ Data analytics fundamentals and the analytics lifecycle
✨ AI-powered ETL, data pipelines, and real-time data integration
✨ Data augmentation, synthetic data generation, and data integrity
✨ Exploratory data analysis (EDA) and AI-assisted insight generation
Hands-On Demonstrations
✨ Automate the ETL Process Using Julius AI
✨ Generate Augmented Data Using ChatGPT
✨ Create Synthetic Datasets Using AI
✨ Perform Exploratory Data Analysis Using Julius AI
✨ Generate AI-Powered Insights Using Tableau Pulse
Module 2: Advanced Generative AI in Data Analytics
Explore how Generative AI supports advanced analytics and data-driven decision-making.
You'll learn
✨ AI-powered data visualization and data modeling
✨ Predictive analytics, forecasting, and trend analysis
✨ Risk analysis, scenario simulation, and performance evaluation
✨ Real-world case studies, business scenarios, and implementation challenges
Hands-On Demonstrations
✨ Perform Predictive Analysis Using Julius AI
✨ Generate Forecasts for Future Trends
✨ Perform Risk Analysis on Sample Datasets
✨ Simulate Business Scenarios to Assess Risk and Opportunity
✨ Generate Business Insights and Reports Using Claude
✨ Create Executive Business Reports Using Claude
Course End Projects
Apply your learning through practical end-to-end analytics projects using Generative AI tools.
You will work on real-world datasets, apply AI-powered analytics workflows, generate insights, build reports, and solve business problems using Generative AI.
These projects will help you develop practical skills and create portfolio-ready work that demonstrates your ability to apply Generative AI in data analytics.
AI-Powered Roleplay Activities
Practice real-world analytics situations through interactive AI-powered roleplay activities.
You will learn how to collaborate with AI assistants, analyze business requirements, interpret data insights, communicate findings, and make data-driven recommendations.
These activities will help you improve your analytical thinking, problem-solving skills, and ability to use Generative AI effectively in professional analytics environments.
AI Tools Covered
Throughout this course, you'll gain practical experience using industry-leading AI tools, including
✨ ChatGPT
✨ Claude
✨ Julius AI
✨ Tableau Pulse
Course Updates
Generative AI is evolving rapidly, and this course is designed to evolve with it. New lectures, hands-on demonstrations, AI tools, real-world examples, and best practices will be added regularly to keep the content current and relevant. By enrolling, you'll continue to benefit from ongoing updates as new features and technologies emerge.
Why Enroll?
Instead of spending hours preparing data, exploring datasets, creating reports, or building forecasts manually, you'll learn how to use Generative AI to automate these tasks and focus on interpreting results and making informed business decisions.
With practical demonstrations, real-world datasets, and hands-on experience using today's leading AI tools, you'll gain skills that can be applied immediately in your analytics projects and professional work.
Enroll today and discover how Generative AI can transform the way you prepare, analyze, visualize, and interpret data.
Who this course is for
⭐ Beginners interested in using Generative AI for data analytics
⭐ Data analysts looking to enhance their analytics workflow with Generative AI
⭐ Business analysts who want to automate data analysis using AI tools
⭐ BI professionals seeking to improve reporting and insight generation with AI
⭐ Students and professionals exploring AI-powered data analytics
⭐ Anyone interested in applying Generative AI to real-world data analytics without extensive coding
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