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๐—›๐—ผ๐˜„ ๐˜๐—ผ ๐—–๐—ฟ๐—ฎ๐—ฐ๐—ธ ๐—ฌ๐—ผ๐˜‚๐—ฟ ๐—™๐—ถ๐—ฟ๐˜€๐˜ ๐—ง๐—ฒ๐—ฐ๐—ต ๐—œ๐—ป๐˜๐—ฒ๐—ฟ๐—ป๐˜€๐—ต๐—ถ๐—ฝ (๐—˜๐˜ƒ๐—ฒ๐—ป ๐—ช๐—ถ๐˜๐—ต๐—ผ๐˜‚๐˜ ๐—˜๐˜…๐—ฝ๐—ฒ๐—ฟ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ!)๐Ÿš€

Breaking into tech without prior experience can feel impossibleโ€”especially when every posting demands what you donโ€™t have: experience.
But hereโ€™s the truth: Skills > Experience (especially for interns).

Letโ€™s break it down into a proven 6-step roadmap that actually works๐Ÿ‘‡

๐Ÿ”น ๐—ฆ๐˜๐—ฒ๐—ฝ ๐Ÿญ: Build Core Skills (No CS Degree Needed!)
Start with the fundamentals:
โœ… Choose one language: Python / JavaScript / C++
โœ… Learn DSA basics: Arrays, Strings, Recursion, Hashmaps
โœ… Explore either Web Dev (HTML, CSS, JS) or Backend (Node.js, Flask)
โœ… Understand SQL + Git/GitHub for version control

๐Ÿ”น ๐—ฆ๐˜๐—ฒ๐—ฝ ๐Ÿฎ: Build Mini Projects (Your Real Resume!)
Internships look for what you can do, not just what youโ€™ve learned. Build:
โœ… A Portfolio Website (HTML, CSS, JS)
โœ… A To-Do App (React + Firebase)
โœ… A REST API (Node.js + MongoDB)

๐Ÿ‘‰ One solid project > Dozens of certificates.
๐Ÿ“ Showcase it on GitHub and LinkedIn.

๐Ÿ”น ๐—ฆ๐˜๐—ฒ๐—ฝ ๐Ÿฏ: Contribute to Open Source (Get Real-World Exposure)
You donโ€™t need a job to gain experience. Try:
โœ… Beginner-friendly GitHub repos
โœ… Fixing bugs, improving documentation
โœ… Participating in Hacktoberfest, GirlScript, MLH

This builds confidence and credibility.

๐Ÿ”น ๐—ฆ๐˜๐—ฒ๐—ฝ ๐Ÿฐ: Optimize Resume & LinkedIn (Your Digital First Impression)
โŒ No generic lines like โ€œIโ€™m passionate about codingโ€
โœ… Highlight projects, GitHub links, and tech stack
โœ… Use keywords like โ€œSoftware Engineering Intern | JavaScript | SQLโ€
โœ… Keep it conciseโ€”1 page is enough

๐Ÿ“Œ Stay active on GitHub + LinkedIn. Recruiters notice!

๐Ÿ”น ๐—ฆ๐˜๐—ฒ๐—ฝ ๐Ÿฑ: Apply Smart, Not Hard
Donโ€™t just mass-apply. Be strategic:
โœ… Check internship portals (Internshala, LinkedIn, AngelList)
โœ… Explore company careers pages (TCS, Infosys, Amazon, startups)
โœ… Reach out via referralsโ€”network with seniors, alumni, or connections

๐Ÿ’ฌ Try:
"Hi [Name], I admire your work at [Company]. Iโ€™ve been building skills in [Tech] and am seeking an internship. Are there any roles I could apply for?"

Networking opens doors applications canโ€™t.

๐Ÿ”น ๐—ฆ๐˜๐—ฒ๐—ฝ ๐Ÿฒ:Ace the Interview (Preparation Beats Perfection)
โœ… Know your resume inside-out
โœ… Review basics of DSA, OOP, DBMS, OS
โœ… Practice your introโ€”highlight projects + relevant skills
โœ… Do mock interviews with peers or platforms like InterviewBit, Pramp

And if youโ€™re rejected? Donโ€™t stress. Ask for feedback and keep building.

๐ŸŽฏ ๐—ฌ๐—ผ๐˜‚๐—ฟ ๐—™๐—ถ๐—ฟ๐˜€๐˜ ๐—œ๐—ป๐˜๐—ฒ๐—ฟ๐—ป๐˜€๐—ต๐—ถ๐—ฝ = ๐—ฌ๐—ผ๐˜‚๐—ฟ ๐—™๐—ถ๐—ฟ๐˜€๐˜ ๐—•๐—ฟ๐—ฒ๐—ฎ๐—ธ๐˜๐—ต๐—ฟ๐—ผ๐˜‚๐—ด๐—ต
No one starts perfect. Consistency beats credentials.
Start small, stay curious, and show up every day.

Let me know if youโ€™re just getting started ๐Ÿ‘‡

Web Development Resources โฌ‡๏ธ
https://whatsapp.com/channel/0029Vax4TBY9Bb62pAS3mX32

ENJOY LEARNING ๐Ÿ‘๐Ÿ‘

#webdevelopment
โค2
๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€ ๐—™๐—ฅ๐—˜๐—˜ ๐—ฅ๐—ผ๐—ฎ๐—ฑ๐—บ๐—ฎ๐—ฝ ,๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€ ,๐—ฃ๐—ฟ๐—ผ๐—ท๐—ฒ๐—ฐ๐˜๐˜€ & ๐—œ๐—ป๐˜๐—ฒ๐—ฟ๐˜ƒ๐—ถ๐—ฒ๐˜„ ๐—š๐˜‚๐—ถ๐—ฑ๐—ฒ๐Ÿ˜

Roadmap:- https://pdlink.in/41c1Kei

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โค1
Forwarded from Python for Data Analysts
๐—œ๐—ป๐—ฑ๐˜‚๐˜€๐˜๐—ฟ๐˜† ๐—”๐—ฝ๐—ฝ๐—ฟ๐—ผ๐˜ƒ๐—ฒ๐—ฑ ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐Ÿ˜

Whether youโ€™re interested in AI, Data Analytics, Cybersecurity, or Cloud Computing, thereโ€™s something here for everyone.

โœ… 100% Free Courses
โœ… Govt. Incentives on Completion
โœ… Self-paced Learning
โœ… Certificates to Showcase on LinkedIn & Resume
โœ… Mock Assessments to Test Your Skills

๐‹๐ข๐ง๐ค ๐Ÿ‘‡:- 

https://pdlink.in/447coEk

Enroll for FREE & Get Certified ๐ŸŽ“
Website Development Roadmap โ€“ 2025

๐Ÿ”น Stage 1: HTML โ€“ Learn the basics of web page structure.

๐Ÿ”น Stage 2: CSS โ€“ Style and enhance web pages (Flexbox, Grid, Animations).

๐Ÿ”น Stage 3: JavaScript (ES6+) โ€“ Add interactivity and dynamic features.

๐Ÿ”น Stage 4: Git & GitHub โ€“ Manage code versions and collaborate.

๐Ÿ”น Stage 5: Responsive Design โ€“ Make websites mobile-friendly (Media Queries, Bootstrap, Tailwind CSS).

๐Ÿ”น Stage 6: UI/UX Basics โ€“ Understand user experience and design principles.

๐Ÿ”น Stage 7: JavaScript Frameworks โ€“ Learn React.js, Vue.js, or Angular for interactive UIs.

๐Ÿ”น Stage 8: Backend Development โ€“ Use Node.js, PHP, Python, or Ruby to
build server-side logic.

๐Ÿ”น Stage 9: Databases โ€“ Work with MySQL, PostgreSQL, or MongoDB for data storage.

๐Ÿ”น Stage 10: RESTful APIs & GraphQL โ€“ Create APIs for data communication.

๐Ÿ”น Stage 11: Authentication & Security โ€“ Implement JWT, OAuth, and HTTPS best practices.

๐Ÿ”น Stage 12: Full Stack Project โ€“ Build a fully functional website with both frontend and backend.
๐Ÿ”น Stage 13: Testing & Debugging โ€“ Use Jest, Cypress, or other testing tools.
๐Ÿ”น Stage 14: Deployment โ€“ Host websites using Netlify, Vercel, or cloud services.
๐Ÿ”น Stage 15: Performance Optimization โ€“ Improve website speed (Lazy Loading, CDN, Caching).

๐Ÿ“‚ Web Development Resources

ENJOY LEARNING ๐Ÿ‘๐Ÿ‘
โค4
๐—ง๐—ผ๐—ฝ ๐—–๐—ผ๐—บ๐—ฝ๐—ฎ๐—ป๐—ถ๐—ฒ๐˜€ & ๐—Ÿ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด 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˜€ ๐Ÿ˜

Harward :- https://pdlink.in/4kmYOn1

MIT :- https://pdlink.in/45cvR95

HP :- https://pdlink.in/45ci02k

Google :- https://pdlink.in/3YsujTV

Microsoft :- https://pdlink.in/441GCKF

Standford :- https://pdlink.in/3ThPwNw

IIM :- https://pdlink.in/4nfXDrV

Enroll for FREE & Get Certified ๐ŸŽ“
โค1
30-day Roadmap plan for SQL covers beginner, intermediate, and advanced topics ๐Ÿ‘‡

Week 1: Beginner Level

Day 1-3: Introduction and Setup
1. Day 1: Introduction to SQL, its importance, and various database systems.
2. Day 2: Installing a SQL database (e.g., MySQL, PostgreSQL).
3. Day 3: Setting up a sample database and practicing basic commands.

Day 4-7: Basic SQL Queries
4. Day 4: SELECT statement, retrieving data from a single table.
5. Day 5: WHERE clause and filtering data.
6. Day 6: Sorting data with ORDER BY.
7. Day 7: Aggregating data with GROUP BY and using aggregate functions (COUNT, SUM, AVG).

Week 2-3: Intermediate Level

Day 8-14: Working with Multiple Tables
8. Day 8: Introduction to JOIN operations.
9. Day 9: INNER JOIN and LEFT JOIN.
10. Day 10: RIGHT JOIN and FULL JOIN.
11. Day 11: Subqueries and correlated subqueries.
12. Day 12: Creating and modifying tables with CREATE, ALTER, and DROP.
13. Day 13: INSERT, UPDATE, and DELETE statements.
14. Day 14: Understanding indexes and optimizing queries.

Day 15-21: Data Manipulation
15. Day 15: CASE statements for conditional logic.
16. Day 16: Using UNION and UNION ALL.
17. Day 17: Data type conversions (CAST and CONVERT).
18. Day 18: Working with date and time functions.
19. Day 19: String manipulation functions.
20. Day 20: Error handling with TRY...CATCH.
21. Day 21: Practice complex queries and data manipulation tasks.

Week 4: Advanced Level

Day 22-28: Advanced Topics
22. Day 22: Working with Views.
23. Day 23: Stored Procedures and Functions.
24. Day 24: Triggers and transactions.
25. Day 25: Windows Function

Day 26-30: Real-World Projects
26. Day 26: SQL Project-1
27. Day 27: SQL Project-2
28. Day 28: SQL Project-3
29. Day 29: Practice questions set
30. Day 30: Final review and practice, explore advanced topics in depth, or work on a personal project.

Like for more

Hope it helps :)
โค1
Forwarded from Python for Data Analysts
๐Ÿญ๐Ÿฑ-๐——๐—ฎ๐˜† ๐—ฃ๐˜†๐˜๐—ต๐—ผ๐—ป ๐—ฅ๐—ผ๐—ฎ๐—ฑ๐—บ๐—ฎ๐—ฝ ๐˜„๐—ถ๐˜๐—ต ๐—™๐—ฅ๐—˜๐—˜ ๐—ฅ๐—ฒ๐˜€๐—ผ๐˜‚๐—ฟ๐—ฐ๐—ฒ๐˜€!๐Ÿ˜

Want to master Python but donโ€™t know where to start? ๐Ÿค”

Hereโ€™s a structured 15-day roadmap with handpicked FREE resources to help you learn Python from scratch!๐Ÿ‘จโ€๐Ÿ’ป๐Ÿ“Œ

๐‹๐ข๐ง๐ค๐Ÿ‘‡:-

https://pdlink.in/3Xrs6rr

โœจ๏ธBonus: Includes FREE tutorials, YouTube playlists, and coding exercises!โœ…๏ธ
โค2
๐Ÿ”‹ JavaScript vs. Python
โค2
Forwarded from Python for Data Analysts
๐—ช๐—ฎ๐—ป๐˜ ๐˜๐—ผ ๐—•๐—ฒ๐—ฐ๐—ผ๐—บ๐—ฒ ๐—ฎ ๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜€๐˜ ๐—ถ๐—ป ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฑ? ๐—›๐—ฒ๐—ฟ๐—ฒ'๐˜€ ๐—ฌ๐—ผ๐˜‚๐—ฟ ๐Ÿญ๐Ÿฌ๐Ÿฌ% ๐—™๐—ฅ๐—˜๐—˜ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—ฃ๐—ฎ๐˜๐—ต!๐Ÿ˜

Skip the pricey courses โ€” and start learning with these 5 YouTube playlists that cover everything from Excel and SQL to Power BI and real-world portfolio projects๐Ÿ‘จโ€๐Ÿ’ป

Whether youโ€™re a student, career switcher, or just brushing up for interviews, this list will give you all the tools you need โ€” step by step.๐Ÿ“Š๐Ÿ“Œ

๐‹๐ข๐ง๐ค๐Ÿ‘‡:-

https://pdlink.in/4eAK4Pv

Save this post & start watching today.โœ…๏ธ
โค1
Excel Cheat Sheet ๐Ÿ“”

This Excel cheatsheet is designed to be your quick reference guide for using Microsoft Excel efficiently.

1. Basic Functions
- SUM: =SUM(range)
- AVERAGE: =AVERAGE(range)
- COUNT: =COUNT(range)
- MAX: =MAX(range)
- MIN: =MIN(range)

2. Text Functions
- CONCATENATE: =CONCATENATE(text1, text2, ...) or =TEXTJOIN(delimiter, ignore_empty, text1, text2, ...)
- LEFT: =LEFT(text, num_chars)
- RIGHT: =RIGHT(text, num_chars)
- MID: =MID(text, start_num, num_chars)
- TRIM: =TRIM(text)

3. Logical Functions
- IF: =IF(condition, true_value, false_value)
- AND: =AND(condition1, condition2, ...)
- OR: =OR(condition1, condition2, ...)
- NOT: =NOT(condition)

4. Lookup Functions
- VLOOKUP: =VLOOKUP(lookup_value, table_array, col_index_num, [range_lookup])
- HLOOKUP: =HLOOKUP(lookup_value, table_array, row_index_num, [range_lookup])
- INDEX: =INDEX(array, row_num, [column_num])
- MATCH: =MATCH(lookup_value, lookup_array, [match_type])

5. Data Sorting & Filtering
- Sort: *Data > Sort*
- Filter: *Data > Filter*
- Advanced Filter: *Data > Advanced*

6. Conditional Formatting
- Apply Formatting: *Home > Conditional Formatting > New Rule*
- Highlight Cells: *Home > Conditional Formatting > Highlight Cells Rules*

7. Charts and Graphs
- Insert Chart: *Insert > Select Chart Type*
- Customize Chart: *Chart Tools > Design/Format*

8. PivotTables
- Create PivotTable: *Insert > PivotTable*
- Refresh PivotTable: *Right-click on PivotTable > Refresh*

9. Data Validation
- Set Validation: *Data > Data Validation*
- List: *Allow: List > Source: range or items*

10. Protecting Data
- Protect Sheet: *Review > Protect Sheet*
- Protect Workbook: *Review > Protect Workbook*

11. Shortcuts
- Copy: Ctrl + C
- Paste: Ctrl + V
- Undo: Ctrl + Z
- Redo: Ctrl + Y
- Save: Ctrl + S

12. Printing Options
- Print Area: *Page Layout > Print Area > Set Print Area*
- Page Setup: *Page Layout > Page Setup*

Checklist for Data Analyst: https://dataanalytics.beehiiv.com/p/data

I have curated best 80+ top-notch Data Analytics Resources ๐Ÿ‘‡๐Ÿ‘‡
https://t.me/DataSimplifier

Like for more Interview Resources โ™ฅ๏ธ

Share with credits: https://t.me/sqlspecialist

Hope it helps :)
โค7
Forwarded from Python for Data Analysts
๐—ช๐—ฎ๐—ป๐˜ ๐˜๐—ผ ๐—•๐˜‚๐—ถ๐—น๐—ฑ ๐—ฎ ๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€ ๐—ฃ๐—ผ๐—ฟ๐˜๐—ณ๐—ผ๐—น๐—ถ๐—ผ ๐—ง๐—ต๐—ฎ๐˜ ๐—š๐—ฒ๐˜๐˜€ ๐—ฌ๐—ผ๐˜‚ ๐—›๐—ถ๐—ฟ๐—ฒ๐—ฑ?๐Ÿ˜

If youโ€™re just starting out in data analytics and wondering how to stand out โ€” real-world projects are the key๐Ÿ“Š

No recruiter is impressed by โ€œjust theory.โ€ What they want to see? Actionable proof of your skills๐Ÿ‘จโ€๐Ÿ’ป๐Ÿ“Œ

๐‹๐ข๐ง๐ค๐Ÿ‘‡:-

https://pdlink.in/4ezeIc9

Show recruiters that you donโ€™t just โ€œknowโ€ tools โ€” you use them to solve problemsโœ…๏ธ
โค2