AI for Data Analysis for Beginners: ChatGPT, Excel, SQL

Name: AI for Data Analysis for Beginners: ChatGPT, Excel, SQL
Rating: 4.1 (6 reviews)

Learn AI-powered data analysis using ChatGPT, Excel, SQL, dashboards, automation & business analytics workflows

Created byData Science Academy, Vivian Aranha

Last updated 5/2026

English

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What you'll learn

Learn how to use Excel, SQL, Power BI, and AI tools for modern data analysis workflows
Analyze business data and create professional dashboards, reports, and KPI visualizations
Use ChatGPT and AI-powered analytics tools to automate reporting, generate insights, and improve productivity
Understand the fundamentals of Machine Learning, predictive analytics, and AI-driven business intelligence
Build real-world analytics workflows for marketing, finance, HR, operations, and executive reporting
Explore modern analytics technologies including cloud analytics, BigQuery, AWS analytics, and autonomous BI systems
Develop future-ready skills for Data Analyst, Business Intelligence Analyst, and AI-powered analytics roles

Course content

7 sections • 21 lectures • 6h 39m total length

Welcome to AI-Powered Data Analysis19:14
Explore AI-powered data analysis that turns raw data into faster, smarter business decisions. Experience AI-assisted workflows, automated insights, and scalable analytics at enterprise speed, amplifying human judgment.
Understanding Data Analysis Fundamentals18:41
Learn how data analysis transforms raw data into actionable business insights through the analytics lifecycle, covering data types, structured and unstructured data, and descriptive to predictive analytics.
Setting Up Your AI Data Toolkit19:01
Set up your AI data toolkit by combining AI, spreadsheets, programming, and cloud platforms to boost analytics productivity. Explore Excel, Google Sheets, Python, Jupyter Notebook, and ChatGPT for collaborative analytics.

Excel Fundamentals for Beginners20:04
Essential Excel Functions for Analysts17:35
Explore essential Excel functions like SUM, COUNT, AVERAGE, IF, VLOOKUP, XLOOKUP, TEXT, and data validation to automate calculations, improve data quality, and power scalable business reporting and dashboards.
Pivot Tables & Dashboard Basics17:44
Learn to transform raw data into visual analytics and actionable insights with pivot tables and dashboards in Excel, featuring interactive charts, KPIs, and slicers to accelerate decisions.

Using ChatGPT for Data Analysis19:14
Leverage ChatGPT to accelerate data analysis with ai-assisted analytics, prompts, and automated reporting. Empower beginners to generate formulas, write SQL, and interpret data for faster decisions.
Prompt Engineering for Analysts18:51
Learn how structured prompting elevates AI-assisted analytics by clarifying business objectives, data context, and output formats to improve accuracy, reduce errors, and accelerate reporting.
AI for Business Insights20:06
Leverage AI-powered analytics to transform raw data into proactive, scalable business insights through trend analysis, customer analytics, revenue intelligence, and forecasting. Enable real-time intelligence and AI-assisted decision-making across the organization.

SQL Fundamentals for Beginners17:19
Master how SQL retrieves, organizes, and analyzes data in scalable databases, using tables, rows, columns, select statements, where filtering, sorting, and limit to power dashboards and AI workflows.
SQL Queries for Analysts18:28
Learn how analytical sql transforms raw data into scalable business intelligence via group by, aggregations, joins, case statements, and reporting queries for dashboards and kpi automation.
AI + SQL Analytics19:11
AI plus SQL analytics accelerates query development and accessibility, transforming plain-English requests into production-ready SQL. It enhances productivity, scalability, debugging, and automated reporting while emphasizing governance and human oversight.

Data Visualization Fundamentals18:44
Transform raw numbers into visual stories with dashboards and charts, emphasizing simplification and storytelling with data to accelerate decisions and improve operational visibility.
Power BI for Beginners17:53
AI-Powered Dashboards & Insights18:54
Learn how AI-powered dashboards transform static reporting into intelligent analytics, featuring AI visuals, smart narratives, predictive insights, and interactive analytics for faster, proactive decision-making.

Introduction to Machine Learning17:52
Learn how machine learning uses historical data to automate predictions and enable business decisions through supervised and unsupervised methods, including classification and regression, with applications like fraud detection and recommendations.
Building Simple AI Models22:56
Build simple ai models to transform historical business data into predictive insights for customer behavior, sales, and operations, using a structured machine learning pipeline with data preprocessing and evaluation.
AI Automation for Analysts19:02

Requirements

No prior experience in data analysis, coding, or Artificial Intelligence is required — this course is completely beginner friendly
A computer or laptop with internet access is recommended
Basic familiarity with using a computer and web browser will be helpful
Students should have access to Microsoft Excel or Google Sheets

Description

“This course contains the use of artificial intelligence”

Master Excel, SQL, Power BI, ChatGPT & AI-Powered Analytics for Real-World Business Intelligence

In today’s world, data is one of the most valuable business assets, and organizations everywhere are searching for professionals who can transform raw data into meaningful business insights. At the same time, Artificial Intelligence is revolutionizing data analysis, making analytics faster, smarter, and more automated than ever before.

This course is designed specifically for beginners who want to learn modern data analysis using AI tools and business intelligence platforms — without needing advanced coding or technical experience.

Throughout this hands-on course, you will learn how to analyze data using Excel, write analytical queries using SQL, build interactive dashboards in Power BI, and use ChatGPT and AI-powered tools to automate reporting, generate insights, clean data, and improve analytical productivity.

You will start by understanding the foundations of data analysis, including different types of data, analytics workflows, and business KPIs. Then you’ll move into practical analytics skills such as:

Cleaning and organizing datasets
Using essential Excel functions
Building Pivot Tables and dashboards
Writing SQL queries for business reporting
Creating visualizations and KPI dashboards
Performing AI-assisted analysis with ChatGPT
Generating automated summaries and insights
Understanding Machine Learning fundamentals
Building simple predictive analytics workflows
Exploring cloud analytics and modern business intelligence systems

The course also introduces you to the future of analytics, including:

AI copilots for analysts
Autonomous analytics systems
AI-powered dashboard automation
Predictive business intelligence
Conversational analytics
Cloud analytics platforms
AI agents for business intelligence

Unlike traditional theory-heavy analytics courses, this course focuses on real-world business analytics workflows used in marketing, finance, operations, HR, and executive reporting environments. You will work with practical examples and learn how businesses actually use data to improve decision-making and operational performance.

Who this course is for:

Complete beginners who want to learn data analysis and AI-powered analytics from scratch
Students and professionals interested in becoming Data Analysts, BI Analysts, or AI-enabled business professionals
Business professionals who want to use Excel, SQL, Power BI, and AI tools to make smarter decisions
Managers and team leads looking to understand dashboards, KPIs, reporting, and business intelligence workflows
Aspiring analysts who want hands-on experience with real-world analytics projects and modern AI tools like ChatGPT
Anyone curious about the future of Artificial Intelligence in data analysis, automation, and business intelligence

AI for Data Analysis for Beginners: ChatGPT, Excel, SQL

What you'll learn

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Course content

Introduction to AI & Modern Data Analysis3 lectures • 57min

Excel for Data Analysis3 lectures • 55min

AI-Powered Data Analysis with ChatGPT3 lectures • 58min

SQL for Data Analysis3 lectures • 55min

Data Visualization & Dashboards3 lectures • 56min

Machine Learning for Data Analysts3 lectures • 1hr

Cloud & Modern Analytics3 lectures • 59min

Requirements

Description

Who this course is for: