Coding Free Books | Python | AI
28.5K subscribers
252 photos
1 video
640 files
200 links
Best Channel for Programmers and Hackers
All in one channel to learn
๐Ÿ‘‡
1. Python
2. Ethical Hacking
3. Java
4. App development
5. Machine learning
6. Data structures
7. Algorithms

Promotions: @coderfun
Download Telegram
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
Top Programming Languages for Beginners ๐Ÿ‘†
โค2
Starting with coding is a fantastic foundation for a tech career. As you grow your skills, you might explore various areas depending on your interests and goals:

โ€ข Web Development: If you enjoy building websites and web applications, diving into web development could be your next step. You can specialize in front-end (HTML, CSS, JavaScript) or back-end (Python, Java, Node.js) development, or become a full-stack developer.

โ€ข Mobile App Development: If you're excited about creating apps for smartphones and tablets, you might explore mobile development. Learn Swift for iOS or Kotlin for Android, or use cross-platform tools like Flutter or React Native.

โ€ข Data Science and Analysis: If analyzing and interpreting data intrigues you, focusing on data science or data analysis could be your path. You'll use languages like Python or R and tools like Pandas, NumPy, and SQL.

โ€ข Game Development: If youโ€™re passionate about creating games, you might explore game development. Languages like C# with Unity or C++ with Unreal Engine are popular choices in this field.

โ€ข Cybersecurity: If you're interested in protecting systems from threats, diving into cybersecurity could be a great fit. Learn about ethical hacking, penetration testing, and security protocols.

โ€ข Software Engineering: If you enjoy designing and building complex software systems, focusing on software engineering might be your calling. This involves writing code, but also planning, testing, and maintaining software.

โ€ข Automation and Scripting: If you're interested in making repetitive tasks easier, scripting and automation could be a good path. Python, Bash, and PowerShell are popular for writing scripts to automate tasks.

โ€ข Artificial Intelligence and Machine Learning: If you're fascinated by creating systems that learn and adapt, exploring AI and machine learning could be your next step. Youโ€™ll work with algorithms, data, and models to create intelligent systems.

Regardless of the path you choose, the key is to keep coding, learning, and challenging yourself with new projects. Each step forward will deepen your understanding and open new opportunities in the tech world.
โค2
๐—ช๐—ฎ๐—ป๐˜ ๐˜๐—ผ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐—œ๐—ป-๐——๐—ฒ๐—บ๐—ฎ๐—ป๐—ฑ ๐—ง๐—ฒ๐—ฐ๐—ต ๐—ฆ๐—ธ๐—ถ๐—น๐—น๐˜€ โ€” ๐—ณ๐—ผ๐—ฟ ๐—™๐—ฅ๐—˜๐—˜ โ€” ๐——๐—ถ๐—ฟ๐—ฒ๐—ฐ๐˜๐—น๐˜† ๐—ณ๐—ฟ๐—ผ๐—บ ๐—š๐—ผ๐—ผ๐—ด๐—น๐—ฒ?๐Ÿ˜

Whether youโ€™re a student, job seeker, or just hungry to upskill โ€” these 5 beginner-friendly courses are your golden ticket๐ŸŽŸ๏ธ

No fluff. No fees. Just career-boosting knowledge and certificates that make your resume popโœจ๏ธ

๐‹๐ข๐ง๐ค๐Ÿ‘‡:-

https://pdlink.in/42vL6br

Enjoy Learning โœ…๏ธ
โค1
๐—›๐—ฎ๐—ฟ๐˜ƒ๐—ฎ๐—ฟ๐—ฑ ๐—๐˜‚๐˜€๐˜ ๐—ฅ๐—ฒ๐—น๐—ฒ๐—ฎ๐˜€๐—ฒ๐—ฑ ๐Ÿฑ ๐—™๐—ฅ๐—˜๐—˜ ๐—ง๐—ฒ๐—ฐ๐—ต ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ ๐—ฌ๐—ผ๐˜‚ ๐—–๐—ฎ๐—ปโ€™๐˜ ๐— ๐—ถ๐˜€๐˜€ ๐—ถ๐—ป ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฑ!๐Ÿ˜

๐Ÿšจ Harvard just dropped 5 FREE online tech courses โ€” no fees, no catches!๐Ÿ“Œ

Whether youโ€™re just starting out or upskilling for a tech career, this is your chance to learn from one of the worldโ€™s top universities โ€” for FREE. ๐ŸŒ

๐‹๐ข๐ง๐ค๐Ÿ‘‡:-

https://pdlink.in/4eA368I

๐Ÿ’กLearn at your own pace, earn certificates, and boost your resumeโœ…๏ธ
โค2
SQL Interview Ques & ANS ๐Ÿ’ฅ
โค4
Forwarded from Python for Data Analysts
๐—จ๐—ฝ๐˜€๐—ธ๐—ถ๐—น๐—น ๐—™๐—ฎ๐˜€๐˜: ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐—ง๐—ฒ๐—ฐ๐—ต ๐—ฆ๐—ธ๐—ถ๐—น๐—น๐˜€ ๐˜„๐—ถ๐˜๐—ต ๐—ฃ๐—ฟ๐—ผ๐—ท๐—ฒ๐—ฐ๐˜-๐—•๐—ฎ๐˜€๐—ฒ๐—ฑ ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ ๐—ถ๐—ป ๐—๐˜‚๐˜€๐˜ ๐Ÿฏ๐Ÿฌ ๐——๐—ฎ๐˜†๐˜€!๐Ÿ˜

Level up your tech skills in just 30 days! ๐Ÿ’ป๐Ÿ‘จโ€๐ŸŽ“

Whether youโ€™re a beginner, student, or planning a career switch, this platform offers project-based courses๐Ÿ‘จโ€๐Ÿ’ปโœจ๏ธ

๐‹๐ข๐ง๐ค๐Ÿ‘‡:-

https://pdlink.in/3U2nBl4

Start today and youโ€™ll be 10x more confident by the end of it!โœ…๏ธ
โค2
Guys, Big Announcement!

Weโ€™ve officially hit 5 Lakh followers on WhatsApp and itโ€™s time to level up together! โค๏ธ

I've launched a Python Learning Series โ€” designed for beginners to those preparing for technical interviews or building real-world projects.

This will be a step-by-step journey โ€” from basics to advanced โ€” with real examples and short quizzes after each topic to help you lock in the concepts.

Hereโ€™s what weโ€™ll cover in the coming days:

Week 1: Python Fundamentals

- Variables & Data Types

- Operators & Expressions

- Conditional Statements (if, elif, else)

- Loops (for, while)

- Functions & Parameters

- Input/Output & Basic Formatting


Week 2: Core Python Skills

- Lists, Tuples, Sets, Dictionaries

- String Manipulation

- List Comprehensions

- File Handling

- Exception Handling


Week 3: Intermediate Python

- Lambda Functions

- Map, Filter, Reduce

- Modules & Packages

- Scope & Global Variables

- Working with Dates & Time


Week 4: OOP & Pythonic Concepts

- Classes & Objects

- Inheritance & Polymorphism

- Decorators (Intro level)

- Generators & Iterators

- Writing Clean & Readable Code


Week 5: Real-World & Interview Prep

- Web Scraping (BeautifulSoup)

- Working with APIs (Requests)

- Automating Tasks

- Data Analysis Basics (Pandas)

- Interview Coding Patterns

You can join our WhatsApp channel to access it for free: https://whatsapp.com/channel/0029VaiM08SDuMRaGKd9Wv0L/1527
โค1๐Ÿฅฐ1
Forwarded from Python for Data Analysts
๐— ๐—ถ๐—ฐ๐—ฟ๐—ผ๐˜€๐—ผ๐—ณ๐˜โ€™๐˜€ ๐—™๐—ฅ๐—˜๐—˜ ๐—”๐—œ ๐—”๐—ด๐—ฒ๐—ป๐˜๐˜€ ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ โ€“ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐—›๐—ผ๐˜„ ๐˜๐—ต๐—ฒ ๐—™๐˜‚๐˜๐˜‚๐—ฟ๐—ฒ ๐—ผ๐—ณ ๐—”๐—œ ๐—ช๐—ผ๐—ฟ๐—ธ๐˜€๐Ÿ˜

๐Ÿšจ Microsoft just dropped a brand-new FREE course on AI Agents โ€” and itโ€™s a must-watch!๐Ÿ“ฒ

If youโ€™ve ever wondered how AI copilots, autonomous agents, and decision-making systems actually work๐Ÿ‘จโ€๐ŸŽ“๐Ÿ’ซ

๐‹๐ข๐ง๐ค๐Ÿ‘‡:-

https://pdlink.in/4kuGLLe

This course is your launchpad into the future of artificial intelligenceโœ…๏ธ
โค1๐Ÿ˜1