Data Analyst Interview Resources
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๐Ÿ“Š ๐— ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ ๐—˜๐˜…๐—ฐ๐—ฒ๐—น ๐—™๐—ผ๐—ฟ ๐—™๐—ฅ๐—˜๐—˜ | ๐Ÿฑ ๐—ฃ๐—ผ๐˜„๐—ฒ๐—ฟ๐—ณ๐˜‚๐—น ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ ๐Ÿš€

๐Ÿ”ฅ Top 5 FREE Excel Courses:

1๏ธโƒฃ Goldman Sachs โ€“ Excel Skills for Business
2๏ธโƒฃ PwC โ€“ Problem Solving with Excel
3๏ธโƒฃ Corporate Finance Institute โ€“ Excel Fundamentals
4๏ธโƒฃ Great Learning โ€“ Excel for Beginners
5๏ธโƒฃ Simplilearn โ€“ Introduction to MS Excel

๐—˜๐—ป๐—ฟ๐—ผ๐—น๐—น ๐—™๐—ผ๐—ฟ ๐—™๐—ฅ๐—˜๐—˜๐Ÿ‘‡:- 

https://pdlink.in/3UQ8S09

๐Ÿš€ Learn Excel for FREE and upgrade your career skills!
๐Ÿ”ฅ SQL Interview Question of the Day

๐Ÿ“Œ Scenario:

A university wants to find students who have never enrolled in any course.

You have two tables:

students

โ€ข student_id
โ€ข student_name

enrollments

โ€ข enrollment_id
โ€ข student_id
โ€ข course_id

๐ŸŽฏ Task:

Find all students who have never enrolled in any course.

โ˜‘ Solution:

SELECT
s.student_id,
s.student_name
FROM students s
LEFT JOIN enrollments e
ON s.student_id = e.student_id
WHERE e.student_id IS NULL;

๐Ÿ’ก Concept Tested:

LEFT JOIN + NULL Filtering (Finding Missing Records)

โค๏ธ React if you want more SQL interview questions.
โค4
๐Ÿš€ ๐—Ÿ๐—ฒ๐˜ƒ๐—ฒ๐—น ๐—จ๐—ฝ ๐—ฌ๐—ผ๐˜‚๐—ฟ ๐—–๐—ฎ๐—ฟ๐—ฒ๐—ฒ๐—ฟ ๐˜„๐—ถ๐˜๐—ต ๐—™๐—ฅ๐—˜๐—˜ ๐— ๐—ถ๐—ฐ๐—ฟ๐—ผ๐˜€๐—ผ๐—ณ๐˜ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด! ๐Ÿ’ป

Microsoft-focused learning paths can help you strengthen your resume and prepare for in-demand tech and data roles.

๐Ÿ”ฅ Top 5 Courses / Certification Paths:
โœ… Beginner-friendly options
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https://pdlink.in/3UNpPs7

๐Ÿ’ซPerfect for students, freshers, data analysts and professionals looking to upgrade their skills.
โค1
๐Ÿ”ฅ SQL Interview Question of the Day

๐Ÿ“Œ Scenario:

A company wants to find the highest-paid employee in each department.

You have one table:

employees

โ€ข employee_id โ€ข employee_name โ€ข department โ€ข salary

โ˜‘ Solution:

SELECT
employee_id,
employee_name,
department,
salary
FROM (
SELECT
*,
DENSE_RANK() OVER (
PARTITION BY department
ORDER BY salary DESC
) AS salary_rank
FROM employees
) e
WHERE salary_rank = 1;

๐Ÿ’ก Concept Tested:

Window Functions + DENSE_RANK() (Finding Top Records Within Groups)

โค๏ธ React if you want more SQL interview questions.
โค3
๐ŸŽ“ ๐—ง๐—ผ๐—ฝ ๐—–๐—ผ๐—บ๐—ฝ๐—ฎ๐—ป๐—ถ๐—ฒ๐˜€ ๐—ข๐—ณ๐—ณ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ ๐Ÿš€

Learn in-demand skills โ€ข Add valuable credentials to your resume

๐Ÿข TATA :- https://pdlink.in/3QiwLvx

๐Ÿ’ป Infosys :- https://pdlink.in/4eBH3Aa

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๐ŸŒ Cisco :- https://pdlink.in/4gaeVVV

๐ŸชŸ Microsoft :- https://pdlink.in/4zhGTX6

๐Ÿ“ข Save & share this with your friends โ€” start upskilling for FREE!
๐Ÿ’ก Excel Tips & Tricks ๐Ÿง ๐Ÿ“Š

Part 4 โ€” Tips Every Excel User Should Know

๐Ÿ”น Tip 31: Use "Ctrl + D" to Fill Down
Select the formula or value along with the cells below โ†’ Press "Ctrl + D".
๐Ÿ“Œ Quickly copies the top cell down without dragging.

๐Ÿ”น Tip 32: Use "Ctrl + R" to Fill Right
Select the range โ†’ Press "Ctrl + R".
๐Ÿ“Œ Copies the leftmost cell across the selected columns.

๐Ÿ”น Tip 33: Quickly Insert or Delete Rows and Columns
Select a row or column โ†’ Press:
"Ctrl + +" โ†’ Insert
"Ctrl + -" โ†’ Delete
๐Ÿ“Œ Much faster than using the right-click menu.

๐Ÿ”น Tip 34: Use "Ctrl + Arrow Keys" to Navigate Large Datasets
Press "Ctrl + โ†“", "Ctrl + โ†‘", "Ctrl + โ†’", or "Ctrl + โ†".
๐Ÿ“Œ Jump quickly to the edge of a data region.

๐Ÿ”น Tip 35: Use "Ctrl + Shift + Arrow Keys" to Select Data
Press "Ctrl + Shift + โ†“" to select data downward.
๐Ÿ“Œ Useful when working with thousands of rows.

๐Ÿ”น Tip 36: Use "F4" to Repeat Your Last Action
After performing an action, press "F4" to repeat it where applicable.
๐Ÿ“Œ Helpful when applying the same formatting or operation repeatedly.

๐Ÿ”น Tip 37: Use "Ctrl + Page Up/Down" to Switch Worksheets
"Ctrl + Page Up" โ†’ Previous sheet
"Ctrl + Page Down" โ†’ Next sheet
๐Ÿ“Œ Switch between worksheets without using the mouse.

๐Ÿ”น Tip 38: Use "Ctrl + F" to Find Data Quickly
Press "Ctrl + F" and enter the value you're looking for.
๐Ÿ“Œ Much faster than manually scanning large datasets.

๐Ÿ”น Tip 39: Use "Ctrl + H" to Replace Data
Press "Ctrl + H" โ†’ Enter the old value โ†’ Enter the replacement โ†’ Replace All.
๐Ÿ“Œ Useful for correcting repeated errors or standardizing data.

๐Ÿ”น Tip 40: Double-Click the Format Painter
Double-click Format Painter to keep it active.
๐Ÿ“Œ You can apply the same formatting to multiple locations without repeatedly selecting the tool.

๐Ÿ’ฌ Double Tap โ™ฅ๏ธ For More Excel Tips!
โค5
๐Ÿš€ ๐——๐—ฟ๐—ฒ๐—ฎ๐—บ๐—ถ๐—ป๐—ด ๐—ผ๐—ณ ๐—ช๐—ผ๐—ฟ๐—ธ๐—ถ๐—ป๐—ด ๐—ฎ๐˜ ๐—ง๐—ผ๐—ฝ ๐—ง๐—ฒ๐—ฐ๐—ต ๐—–๐—ผ๐—บ๐—ฝ๐—ฎ๐—ป๐—ถ๐—ฒ๐˜€? ๐Ÿ’ป๐Ÿ”ฅ

Hereโ€™s a collection of company-specific resources to help you understand their interview and hiring processes.

๐ŸŽฏ Interview Preparation Guides For:

๐ŸŸ  Amazon โ€“ Interviewing Guide
๐Ÿ”ต Google โ€“ Interview Tips
๐ŸชŸ Microsoft โ€“ Hiring & Interview Tips
๐ŸŸข NVIDIA โ€“ Hiring Process
๐Ÿ”ท Meta โ€“ Software Engineering Interview Prep

๐‹๐ข๐ง๐ค ๐Ÿ‘‡:-

https://pdlink.in/4i6HkgN

๐Ÿ“ข Save & share this with your friends โ€” start learning for FREE!
๐Ÿ”ฅ ๐— ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ ๐—ฆ๐—ค๐—Ÿ ๐—ณ๐—ผ๐—ฟ ๐—™๐—ฅ๐—˜๐—˜ โ€” ๐—™๐—ฟ๐—ผ๐—บ ๐—•๐—ฒ๐—ด๐—ถ๐—ป๐—ป๐—ฒ๐—ฟ ๐˜๐—ผ ๐—”๐—ฑ๐˜ƒ๐—ฎ๐—ป๐—ฐ๐—ฒ๐—ฑ! ๐Ÿ’ป๐Ÿ“Š

These free learning resources cover everything from database fundamentals to advanced SQL queries, with opportunities to practice real-world problems.

๐ŸŽฏ Top FREE SQL Resources:
1๏ธโƒฃ Introduction to Databases & SQL โ€” Udemy
2๏ธโƒฃ Advanced Database & SQL โ€” Udemy
3๏ธโƒฃ Learn SQL โ€” Codecademy
4๏ธโƒฃ SQL Tutorial โ€” SQLZoo

๐Ÿ”— ๐—˜๐—ป๐—ฟ๐—ผ๐—น๐—น ๐—ณ๐—ผ๐—ฟ ๐—™๐—ฅ๐—˜๐—˜ ๐Ÿ‘‡:-

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๐Ÿš€ Start from the basics and work your way toward advanced SQL skills!
๐—ฃ๐—ฎ๐˜† ๐—”๐—ณ๐˜๐—ฒ๐—ฟ ๐—ฃ๐—น๐—ฎ๐—ฐ๐—ฒ๐—บ๐—ฒ๐—ป๐˜ โ€” ๐—š๐—ฒ๐˜ ๐—ฃ๐—น๐—ฎ๐—ฐ๐—ฒ๐—ฑ ๐—œ๐—ป ๐—ง๐—ผ๐—ฝ ๐—ง๐—ฒ๐—ฐ๐—ต ๐—–๐—ผ๐—บ๐—ฝ๐—ฎ๐—ป๐—ถ๐—ฒ๐˜€๐Ÿ˜

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โšก Take the first step toward your dream tech career today!
๐Ÿš€ ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ ๐—ข๐—ป ๐—”๐˜‡๐˜‚๐—ฟ๐—ฒ ๐— ๐—ฎ๐—ฐ๐—ต๐—ถ๐—ป๐—ฒ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด โ˜๏ธ

โœจ Build practical skills in Cloud AI โ€ข Machine Learning โ€ข Data Preparation โ€ข ML Workflows โ€ข Azure Data Services.

๐Ÿ”ฅ Learn โ†’ Practice โ†’ Build Projects โ†’ Strengthen Your Tech Career

๐Ÿ”— ๐—˜๐—ป๐—ฟ๐—ผ๐—น๐—น ๐—ณ๐—ผ๐—ฟ ๐—™๐—ฅ๐—˜๐—˜ ๐Ÿ‘‡:-

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๐Ÿš€ ๐— ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ ๐—œ๐—ป-๐——๐—ฒ๐—บ๐—ฎ๐—ป๐—ฑ ๐—ง๐—ฒ๐—ฐ๐—ต ๐—ฆ๐—ธ๐—ถ๐—น๐—น๐˜€ ๐—ณ๐—ผ๐—ฟ ๐—™๐—ฅ๐—˜๐—˜ ๐—ถ๐—ป ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ ๐Ÿ”ฅ

Want to upgrade your tech skills without spending money?

Here are some excellent FREE YouTube resources to learn high-demand technologies through tutorials and hands-on practice.

๐Ÿ”ฅ Learn โ†’ Practice โ†’ Build Projects โ†’ Upgrade Your Resume

๐Ÿ”— ๐—˜๐—ป๐—ฟ๐—ผ๐—น๐—น ๐—ณ๐—ผ๐—ฟ ๐—™๐—ฅ๐—˜๐—˜ ๐Ÿ‘‡:-

https://pdlink.in/4x3B9hb

๐ŸŽฏ Perfect for Students โ€ข Freshers โ€ข Job Seekers โ€ข Working Professionals
๐Ÿ”ฅ SQL Interview Question of the Day

๐Ÿ“Œ Scenario:

A food delivery company wants to find the average delivery time taken by each city.

You have one table:

deliveries

โ€ข delivery_id
โ€ข customer_id
โ€ข city
โ€ข order_time
โ€ข delivery_time

โ˜‘ Solution:

SELECT
city,
AVG(
TIMESTAMPDIFF(MINUTE, order_time, delivery_time)
) AS avg_delivery_time
FROM deliveries
GROUP BY city
ORDER BY avg_delivery_time;

๐Ÿ’ก Concept Tested:

GROUP BY + Date Time Functions + Aggregate Functions

(Calculating Performance Metrics From Time-Based Data)

โค๏ธ React if you want more SQL interview questions.
๐Ÿ‘2