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Generative AI & LLMs Crash Course: AI এর ভিতরের দুনিয়া বুঝুন

2.7. Make Data Analysis & Charts in ChatGPT

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Generative AI & LLMs Crash Course একটি ফাউন্ডেশন টু অ্যাডভান্সড লেভেলের কোর্স, যেখানে আপনি শিখবেন কীভাবে Generative AI এবং Large Language Models (LLMs) আসলে কাজ করে এবং এর ভিতরের প্রযুক্তি কীভাবে পুরো AI সিস্টেমকে চালায়।

Data Analysis For Employee

  1. Upload a employee sheet to chatgpt

  2. Query below prompts

  3. Crate table or charts for reporting

Beginner

  1. Show all employees in the IT department.

  2. Find employees with a salary greater than 80,000.

  3. List employees who were hired after 2020.

  4. Retrieve first name, last name, and job title only.

  5. Show all employees with a last name starting with "S".

Intermediate

  1. Count how many employees work in each department.

  2. Find the average salary by department.

  3. Show the highest salary in each department.

  4. Find the earliest hire date in the company.

  5. List the top 5 highest-paid employees.

Advanced

  1. Find employees who earn above the company’s average salary.

  2. Rank employees by salary within each department.

  3. Find the second highest salary in the company.

  4. Calculate the percentage of employees in each department.

  5. Show employees who were hired in the same year as the earliest hire.

Real-world Business Analysis

  1. Which department spends the most on salaries?

  2. What is the average tenure (years worked) of employees?

  3. Which job title has the highest average salary?

  4. Identify departments with salaries above company average.

  5. Find the most recently hired employee in each department.

resently

Instructor

Pijush Saha

Pijush Saha is the Digital Marketing Consultant, Coach and Ex Google Employee. He has been working for 12 years in the digital marketing sector involving predominantly in Performance Marketing including SEO, Media Buying, & Web Analytics.