T-Sql & Power Bi With Ai: Chatgpt-Powered Data Solutions

Learn T-SQL script writing, data loading and Power BI using ChatGPT and AI tools for business scenarios

What you'll learn

Learn how to write and troubleshoot T-SQL queries using ChatGPT.

Data imports and exports from CSV/Excel files into SQL Server.

Troubleshoot issues with foreign key constraints during data imports and exports.

Learn how to format T-SQL scripts and add comments for better readability.

Create tables with primary keys and foreign key relationships using ChatGPT.

Reset identity columns and work with table variables in SQL Server.

Add custom columns like year, quarter, and month in a Date Table using Power Query.

Use Power BI's AI features like Decomposition Tree and Key Influencer to analyze data.

Create interactive visualizations and reports in Power BI with AI-powered tools.

Requirements

Basic Understanding of T-SQL: Familiarity with basic T-SQL concepts such as SELECT, INSERT, UPDATE, and DELETE statements.

Basic Knowledge of Power BI: Understanding of basic Power BI concepts like data loading, creating visuals, and building simple reports.

Computer with SQL Server and Power BI Installed: Ensure you have access to SQL Server for T-SQL practice and Power BI Desktop for hands-on exercises.

Interest in Learning AI-Powered Tools: A willingness to explore AI-driven tools like ChatGPT for automating data-related tasks.

Description

Unlock the power of T-SQL and Power BI with ChatGPT in this comprehensive course designed to elevate your data skills using AI-driven solutions. Whether you're working with large datasets, performing data transformations, or creating impactful visualizations, this course covers the essential techniques and tools to enhance your workflow.In the first section, you'll dive into T-SQL basics and advanced scripting using ChatGPT. Learn how to generate complex SQL queries, troubleshoot errors, format your scripts, and effectively use comments. With practical exercises, you’ll also master the process of creating tables with identity and primary key columns, and insert data from CSV or Excel files into your database. Explore the intricacies of foreign key relationships, resetting identity columns, and the limitations of ChatGPT in T-SQL tasks.The next section covers data import and export: learn to leverage ChatGPT for creating efficient bulk insert commands, handling Unicode and non-Unicode data, and managing foreign key constraints during data imports. You’ll also tackle creating fact tables with foreign keys, and discover best practices for using the Import Export Wizard and troubleshooting common issues.Move into business scenarios, where you'll learn to update tables using Excel data, implement transactions, and handle various types of data loads between dimension and fact tables using ChatGPT. Understand how to automate data tasks and streamline your operations with AI-powered solutions.In the Power Query section, you'll focus on building a Date Table for your Power BI models. Discover how to create custom column formulas, add fiscal year, quarter, and month number columns, and establish relationships for optimal performance. You'll also test the correctness of your Power BI model with practical, hands-on exercises.Finally, dive into Power BI Visualizations with Artificial Intelligence. Learn how to use AI-powered features like the Decomposition Tree, Key Influencer visual, and the Q&A Visual. Understand the differences between drill-through and drill-down techniques, and enhance your storytelling with interactive tools like Smart Narratives and Tooltips.By the end of this course, you'll be able to confidently write T-SQL queries, automate complex tasks with ChatGPT, load and manage data in Power BI, and create interactive visualizations that drive business insights. Whether you're an aspiring data analyst, BI developer, or database professional, this course equips you with the essential skills to work efficiently and effectively with AI-powered tools.Key Skills You Will Learn:Generating T-SQL scripts and troubleshooting errors using ChatGPTData imports and exports with ChatGPTCreating tables with identity and primary key constraintsLoading data from CSV/Excel into SQL Server and Power BIBuilding a robust Date Table in Power Query for Power BIUtilizing Power BI's AI capabilities for advanced visualizationsImproving data workflows and business intelligence reportingJoin today and start leveraging AI to streamline your data tasks and elevate your T-SQL and Power BI skills!

Overview

Section 1: Introduction

Lecture 1 Introduction

Lecture 2 Creating T-SQL Assignment from Datasets using ChatGPT

Lecture 3 Practical Exercise Material

Lecture 4 Formatting T-SQL Scripts and Writing Comments using ChatGPT

Lecture 5 Writing Complex T-SQL Logic and Fixing Error using ChatGPT

Section 2: Business Scenarios

Lecture 6 Update Table using Excel Data and Implementing Transaction using ChatGPT

Lecture 7 Using ChatGPT , Gemini and Copilot for a Scenario using transaction

Lecture 8 Scenario - Loading Data into Dimension and Fact Tables using ChatGPT

Section 3: Project Scenario Creating Table Structures and Loading Data using ChatGPT

Lecture 9 Creating Table with Identity and Primary Key column from Plain Text

Lecture 10 Creating Multiple Tables along with Foreign Key using ChatGPT

Lecture 11 Inserting Data from CSV /Excel Files in Tables using ChatGPT

Lecture 12 Reset Identity Column and Creating Table Variable using ChatGPT

Lecture 13 Inserting Data in Double Quotes from CSV file using ChatGPT

Lecture 14 Limitation of ChatGPT

Lecture 15 Import Export Wizard and Unicode Non-Unicode Data Concepts

Lecture 16 Disable and Enable Foreign Key using ChatGPT & Troubleshooting Import Export

Lecture 17 Creating Fact Table along with Foreign Key Constraints using ChatGPT

Lecture 18 Creating Bulk Insert command using ChatGPT

Section 4: Creating Date Table using Power Query

Lecture 19 Purpose of Date Table Creation

Lecture 20 Custom Column Formulas for a Date Table in Power Query using ChatGPT

Lecture 21 Adding Fiscal Year, Quarter & MonthNumber Columns in a Date Table using ChatGPT

Lecture 22 Date Table Relationship in Power BI Model and Testing Model's Correctness

Section 5: Power BI Visualizations with Artificial Intelligence Capabilities

Lecture 23 Decomposition Tree with Artificial Intelligence Features

Lecture 24 Decomposition Tree Drill through and Drilldown Difference

Lecture 25 Key Influencer with Artificial Intelligence Features(Dataset)

Lecture 26 Q & A Visual

Lecture 27 Interactive Data Storytelling: Using Smart Narratives and Tooltips

Section 6: Complementary Sessions - Some Non AI Visuals

Lecture 28 Dataset used for Ribbon and Waterfall Chart

Lecture 29 Ribbon Chart

Lecture 30 Waterfall Chart

Lecture 31 Dataset Used Before Animated Scattered Plot Chart

Lecture 32 Scattered Plot Chart

Lecture 33 Bonus Lecture

This course is designed for aspiring and intermediate data professionals who want to enhance their skills in T-SQL, Power BI, and AI-powered data automation.,T-SQL Developers, .Net Developers and DBAs who want to improve their SQL scripting and streamline their database workflows using ChatGPT.,Power BI Enthusiasts who aim to deepen their understanding of data modeling, visualization, and automation within Power BI.,Data Analysts who want to learn how to load, manage, and analyze data efficiently using SQL and Power BI, with the added advantage of AI tools.,Business Intelligence (BI) Developers looking to build smarter, AI-enhanced reports and dashboards that provide actionable insights.