Data Analysis
Learn how to use ChatGPT and other AI tools to improve your data analysis workflow, from writing better prompts to generating SQL and Python code.
Learn from: the original creator. Original content published on YouTube. DigitalSkillX organizes these public resources into a structured learning path. DigitalSkillX does not claim ownership or partnership.
Now playing: Generative AI for Data Analysts | Master AI-Powered Data Analysis | Prompt Engineering
This learning path is built from a YouTube playlist by Tech Classes. It starts with the basics of generative AI and prompt engineering, then moves into specific prompting techniques like zero-shot, few-shot, and chain-of-thought. Later lessons show how to apply these skills to real data analysis tasks, such as building workflows, generating project ideas, and writing code with AI. The path is practical and hands-on, suitable for beginners and working analysts who want to speed up their daily work.
Beginners who want a structured free introduction before deeper practice.
Lesson 1: Generative AI for Data Analysts | Master AI-Powered Data Analysis | Prompt Engineering
This is the first video of the course. It introduces the idea of using generative AI in data analysis and explains how it can change the way you work. The video sets the stage for the rest of the playlist.
Open on YouTubeLesson 2: What is Generative AI | How Data Analysts Use It & Its Limitations | Generative AI for Data Analysts
This video explains what generative AI is, how data analysts use it, and its limitations. It covers the basics of the technology and gives practical examples of how it fits into data analysis work.
Open on YouTubeLesson 3: What is Prompt Engineering? | Generative AI for Data Analysts | Generative AI Course
This video introduces prompt engineering. It explains why prompt engineering is important and shows examples of poor versus well-engineered prompts. You will learn how the way you ask affects the quality of the answer.
Open on YouTubeLesson 4: Building Blocks of Good Prompts | Prompt Engineering Course | Generative AI for Data Analysts
This video covers the building blocks of good prompts. It explains what makes a prompt effective so you can get accurate responses from AI tools.
Open on YouTubeLesson 5: Process Involved in Prompt Engineering | Generative AI for Data Analysts | Generative AI Tutorial
This short video explains the process involved in prompt engineering. It walks through the steps you can follow to create prompts that get the best results.
Open on YouTubeLesson 6: Zero Shot Prompting Explained with Examples | Prompting Techniques | Prompt Engineering
This video explains zero-shot prompting with examples. You will learn how to get useful answers from AI without providing any examples in your prompt.
Open on YouTubeLesson 7: Few Shot Prompting Technique | Prompt Engineering Course | Prompting Technique
This video covers few-shot prompting. It shows how giving the AI a few examples in your prompt can improve the quality of the response.
Open on YouTubeLesson 8: Chain of Thought Prompting Technique | Prompt Engineering Course | Prompting Technique
This video explains chain-of-thought prompting. It demonstrates how asking the AI to reason step by step can lead to more accurate answers, especially for complex problems.
Open on YouTubeLesson 9: Interview Pattern Prompting | Prompt Engineering | Generative AI for Data Analyst
This video introduces the interview pattern prompting technique. It shows how you can structure prompts like an interview to get the information you need from AI.
Open on YouTubeLesson 10: Persona Pattern ChatGPT | Prompt Engineering | Generative AI for Data Analyst
This video covers the persona pattern. You will learn how to assign a role or persona to the AI so it responds in a way that fits your needs.
Open on YouTubeLesson 11: How Top Data Analysts Make AI Understand Their Data | Make Data Analysis 10X Faster
This video shows how top data analysts give AI context about their data using a data analysis framework. It explains how to set up AI for your specific analysis task and make your work faster.
Open on YouTubeLesson 12: This ChatGPT Prompt will give you Data Analyst Project | Data Analysis Framework
This video demonstrates a ChatGPT prompt that helps you generate data analyst project ideas. It shows how to get real-world business problems that you can solve with data for your portfolio.
Open on YouTubeLesson 13: How I Use ChatGPT to Build Data Analytics Workflow STRATEGY (Saving Hours of Work!)
This video shows how to use ChatGPT to build a data analytics workflow strategy. The creator explains how they automate tasks and save hours of work by using AI to streamline the process.
Open on YouTubeLesson 14: How I Use ChatGPT to Write SQL & Python without any Error | Generative AI for Data Analyst
This video demonstrates using generative AI to write SQL queries and Python code without errors. It also covers how to document your data analysis reports instantly, boosting productivity.
Open on YouTube0 of 14 lessons completed (0%).
Complete this learning path to become eligible for your DigitalSkillX certificate.
Data Analysis
Generative AI for Data Analysts: Prompt Engineering and AI-Powered Workflows
A free learning path that teaches data analysts how to use generative AI tools like ChatGPT for data analysis, from prompt engineering basics to building AI-assisted workflows.
Data Science
Data Science and Machine Learning Full Course Series
A free learning path covering statistics, Python, machine learning, time series, AI, and reinforcement learning through full-length courses from Great Learning.
Programming & AI
Generative AI Complete Course: From Python Basics to AI Foundations
A free, beginner-friendly path that starts with AI concepts and Python programming, then moves into the core skills needed for generative AI.
AI Tools & Productivity
Generative AI Course in Telugu: From Basics to Advanced Tools
A free Telugu-language video series that teaches generative AI fundamentals and practical tool usage, from ChatGPT to image and video generators.