4-1: Data Analyst Essentials
If you’re serious about analytics, SQL is non-negotiable. Pair it with AI tools like ChatGPT and Agile delivery to build real senior-level capability.
These are the skills behind high-paying analyst roles.
You now understand how to visualize, clean, and deploy data.
But Senior Analysts don’t work in Tableau alone.
They extract data using SQL, accelerate problem-solving with AI tools like ChatGPT, and deliver solutions using Agile development frameworks.
Data Analyst Essentials completes your transformation into a Modern, Senior-Level Analyst.
EXTRACT LARGE DATA SETS WITH SQL
Write structured queries using SELECT, WHERE, JOIN, UNION, CASE, and AGGREGATES to retrieve and shape enterprise-scale data directly from databases.
ACCELERATE ANALYSIS WITH AI
Use ChatGPT strategically to build, refine, debug, and optimize SQL queries — increasing productivity while maintaining analytical control.
DELIVER PROJECTS LIKE A LEAD ANALYST
Apply Agile methodology, prioritization frameworks, and scope control to design scalable analytics solutions that align with business objectives.
Learn the essential language of data to retrieve, manage, and analyze information effectively.
Mastering the fundamentals of SQL gives you the ability to retrieve, manage, and analyze data efficiently.
You’ll discover why SQL is essential across industries and how it powers data-driven decision-making in every business sector.
Use AI to draft, refine, and explain SQL queries faster and more effectively.
Leveraging ChatGPT as your coding partner speeds up the process of writing and understanding SQL.
You’ll learn how to frame problems clearly, provide context, and iterate effectively—transforming AI into a powerful assistant for your workflow.
Apply Agile methods to prototype, iterate, and deliver real-world solutions aligned with stakeholder needs.
Adopting Agile principles ensures projects move quickly from ideas to working solutions.
You’ll discover how to build in short cycles, adapt to evolving requirements, and deliver value that truly meets business goals.
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AMAZING TEACHER
I love your course and could listen for hours. You distill valuable advice clearly. Found you on YouTube while struggling with LOD expressions; examples helped immensely. Grateful for accessible pricing and free content—your teaching is engaging and generous.
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GAME-CHANGING COURSE FOR FIRST-TIME TABLEAU USERS
This course is a must for first-time Tableau users intimidated by data. Jed simplifies Tableau with step-by-step guidance: setup, import data, navigate the UI, and create visualizations. Clear, encouraging teaching—confidence transformed and ready to build. Thanks for making Tableau accessible.
“EXCELLENT COURSE
Jellyman is an excellent teacher! His content is interesting, applicable and well-explained.
He has clearly thought about the way people absorb information and doesn't gloss over any assumed knowledge like many other courses do. He has taken the time to go through methods & concepts step by step so it's almost impossible not to learn!
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“AMAZING COURSE
The course is great! Feels like studying with a friend :) Everything is explained very easily and I am looking forward to the next one!
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“BEST TABLEAU TRAINING EVER
Totally clear and very well explained with a bunch of examples. All sensible topics – LOD, Actions and Calculated Fields are tackled.
Big Thank You!
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“I LOVE LEARNING TABLEAU WITH JED
The best teacher of Tableau I have ever found! I would love to meet Jed someday in real life. I like his sense of humor and the way he explains everything.
Jed much thanx for this course.
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“JOINS WERE HOLDING ME BACK
Great – this was holding me back but not any more
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“STILL LEARNING THINGS
I was wondering why we were just now covering joins when it's something I felt essential enough to be a beginner subject. Then you delved into joins versus relationships versus blends and it became much clearer – this was more complex than an entry level subject.
Great explanations all around and I have a better understanding of when to use which tool.
Update: Just finished LODs. Mind continues to be blown! Can't recommend this course enough.
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“ONE OF THE BEST EDUCATORS ON PLANET TABLEAU
Jellyman is a fantastic teacher! His lessons are unlike others to say the least!!!
Hats off to his engineering personality and his koool sense of humour (A bit of contradiction there but definitely works like magic on our memory capacity to retain his fun lessons :)
”
“AMAZING!
Take this course even if you think you're an expert in Tableau
”
Data Analyst Essentials
ChatGPT Support
01_01_Introduction to the Course and W3 Schools (Link)
01_02_Role of SQL in Industry as an Analyst, Engineer, Scientist
01_03_Select Statement - Running Queries - Proper Structure
01_04_Using ChatGPT AI to Help Us (Links)
01_05_Select Start, Top Rows and Limit Function
01_06_Where Clause with AND and OR
01_07_Order By Function
01_08_Aggregate Functions
01_09_Introduction to Joins
01_10_Unions - With and Without Duplicate, SubQueries, Aliases
01_11_Case Function
01_12_Arithmetic Operators
01_13_Commentary - 2 Methods
01_14_Finish
eBook Download - SQL Programming Basics for Beginners (Attachment)
Introduction
01_01_What is ChatGPT - Multiple Demonstrations
01_02_How ChatGPT Works Under The Hood
01_03_Gaining Access to ChatGPT - Paid vs Free (Links)
02_01_Iteration Discussion vs Establishing Context Immediately
02_02_Explaining your Skill Level to get Better Explanations
02_03_Outlining your Needs Prior to Prompting
02_04_Analyzing your Tone - JELLYMAN CREATIVE (LINKS)
03_01_Using ChatGPT to Assess our Finances and Buy a House
03_02_Computer Programming - Advanced Capabilities Demo
03_03_Using the Canvas Feature
03_04_Image Generation - Dall-E and Sora - Midjourney Sneak Peak
03_05_Custom GPTs and the GPT Store
03_06_Custom GPT Design
04_01_Finish
Introduction
01_01_Welcome to the Course - Outline, Pre Requisite Knowledge and Software
01_02_Getting Started with ChatGPT and Teaching it how to Solve Problems - Uploading Structures
01_03_Uploading your Data Set - Privacy Warning
01_04_Custom GPTs to make your Life Much Easier
01_05_Problem 1 - Starting Easy. Library Data. Single and Multi Queries.
01_06_Problem 2 - Dealing with Joins. Creafting a Powerpoint Slide
01_07_Problem 3 - Analyzing More Complex Problems - Storing in Memory
01_08_Iterating your Script in Stages
01_09_Exporting Instant Reports - Using a Template
01_10_Aggregation Exercise Over Level and Year
01_11_Top Students - Regenerating the Report - Formatting the Report
01_12_Solving Problems when Data Doesn't Exist Yet
01_13_Finish
02_01_Project Management Topics
02_02_You Are Now a Lead Data Analyst for SpaceX (Attachment)
02_03_Management Methodologies - Agile vs Waterfall (Attachment)
02_04_Waterfall Method Visualized (Attachment)
02_05_Agile Development Visualized (Attachment)
02_06_Managing Scope Creep (Attachment)
02_07_Prioritization using Impact vs Effort (Attachment)
02_08_Designing for the Long Term (Attachment)
02_09_Eliminating Waste in Analytics Projects (Attachment)
02_10_Project Tracking and Communication (Attachment)
03_01_Finished
05_01_Congrats and Tableau Portfolio Next
No. We start with beginner-friendly fundamentals and hands-on practice using a simple online SQL sandbox, so you can learn with no installs. Then we progress to real-world queries and best practices step-by-step.
We use W3Schools for a simple, in-browser SQL sandbox—no setup required. The free version of ChatGPT helps draft, explain, and refine queries, making learning faster and cost-free.
ChatGPT can turn your questions into SQL queries, explain code step-by-step, and help you iterate quickly. You’ll still write SQL yourself to build confidence and accuracy.
Agile is a project approach focused on prototyping, iteration, and feedback. It ensures your technical skills translate into real-world solutions that meet stakeholder needs effectively.
Yes. Combining SQL, AI acceleration, and Agile skills makes you highly valuable in today’s data-driven world. You’ll gain practical abilities employers look for in data analysts and professionals.
No. Everything runs online using a browser-based SQL sandbox and the free version of ChatGPT. There’s no setup required—just log in and start learning immediately.