Coding_knowledge
π‘ Your Coding Journey Starts Here! Get free courses, coding resources, internships, job updates & much more. Stay ahead in tech with us! β€οΈπ Join our WhatsApp groupπ https://whatsapp.com/channel/0029Vaa7CVhCRs1rxJzy1n3D
Show moreπ Analytical overview of Telegram channel Coding_knowledge
Channel Coding_knowledge (@coding_knwledge01) in the English language segment is an active participant. Currently, the community unites 78 947 subscribers, ranking 1 577 in the Technologies & Applications category and 3 819 in the India region.
π Audience metrics and dynamics
Since its creation on Π½Π΅Π²ΡΠ΄ΠΎΠΌΠΎ, the project has demonstrated rapid growth, gathering an audience of 78 947 subscribers.
According to the latest data from 16 September, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -846 over the last 30 days and by 3 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 6.85%. Within the first 24 hours after publication, content typically collects 2.20% reactions from the total number of subscribers.
- Post reach: On average, each post receives 5 410 views. Within the first day, a publication typically gains 1 735 views.
- Reactions and interaction: The audience actively supports content: the average number of reactions per post is 10.
- Thematic interests: Content is focused on key topics such as q&a, goody, api, stack, analyst.
π Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
βπ‘ Your Coding Journey Starts Here!
Get free courses, coding resources, internships, job updates & much more.
Stay ahead in tech with us! β€οΈπ
Join our WhatsApp groupπ
https://whatsapp.com/channel/0029Vaa7CVhCRs1rxJzy1n3Dβ
Thanks to the high frequency of updates (latest data received on 17 September, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Technologies & Applications category.
if, elif, else
- Loops: for, while
- Functions
- Modules & Packages
- Exception Handling
- File Handling
*Practice:*
- Number Guessing Game
- Calculator
- Password Generator
- File Organizer
*π― Phase 2: Object-Oriented Programming OOP*
*Learn:*
- Classes & Objects
- Constructors
- Inheritance
- Polymorphism
- Encapsulation
- Abstraction
*Build:*
- Library Management System
- Employee Management System
*π― Phase 3: Working with Files*
*Master:*
- Reading Text Files
- Writing Files
- CSV Files
- JSON Files
- Excel Files
- PDF Files
*Libraries:*
- openpyxl
- pandas
- PyPDF2
*Projects:*
- Merge Excel Files
- Convert CSV to Excel
- Extract Data from PDFs
*π― Phase 4: Python for Excel Automation*
*Learn:*
- Reading Excel Files
- Creating Workbooks
- Formatting Cells
- Applying Formulas
- Charts
- Pivot Tables
- Multiple Sheet Handling
*Libraries:*
- openpyxl
- XlsxWriter
*Projects:*
- Automated Sales Report
- Attendance Tracker
- Invoice Generator
- Dashboard Report Generator
*π― Phase 5: Data Analysis*
*Master:*
- NumPy
- Pandas
- Data Cleaning
- Data Transformation
- Data Aggregation
- Missing Value Handling
- Feature Engineering
*Projects:*
- Sales Analysis
- HR Analytics
- Customer Analysis
- Financial Reports
*π― Phase 6: Data Visualization*
*Learn:*
- Line Charts
- Bar Charts
- Pie Charts
- Histograms
- Scatter Plots
- Heatmaps
*Libraries:*
- Matplotlib
- Plotly
*Projects:*
- Interactive Dashboard
- Sales Dashboard
- Marketing Dashboard
*π― Phase 7: Database Integration*
*Learn SQL basics:*
- SELECT
- INSERT
- UPDATE
- DELETE
- JOIN
- GROUP BY
- Window Functions
*Connect Python with databases:*
- SQLite
- MySQL
- PostgreSQL
*Projects:*
- Sales Database Analysis
- Employee Database System
*π― Phase 8: Web Automation*
*Learn:*
- Browser Automation
- Form Filling
- Data Extraction
- Login Automation
- Report Downloading
*Libraries:*
- Selenium
- Playwright
*Projects:*
- Automated Report Download
- Job Scraper
- Website Monitoring
*π― Phase 9: Web Scraping*
*Learn:*
- HTML Basics
- CSS Selectors
- XPath
- Pagination
- API vs Scraping
*Libraries:*
- Beautiful Soup
- Scrapy
*Projects:*
- Product Price Tracker
- News Scraper
- Stock Information Collector
*π― Phase 10: API Automation*
*Learn:*
- REST APIs
- GET
- POST
- PUT
- DELETE
- Authentication
- JSON Handling
*Libraries:*
- Requests
*Projects:*
- Weather Dashboard
- Currency Converter
- Employee API Integration
*π― Phase 11: Task Automation*
*Automate:*
- Email Sending
- File Renaming
- Folder Organization
- Backup Scripts
- Scheduled Tasks
- Log File Monitoring
*Libraries:*
- os
- shutil
- pathlib
- schedule
- smtplib
*Projects:*
- Automatic Backup Tool
- Daily Report Generator
- Bulk File Renamer
*π― Phase 12: Data Processing*
*Learn:*
- Data Validation
- Data Transformation
- ETL Basics
- Batch Processing
- Log Analysis
*Projects:*
- ETL Pipeline
- CSV to Database Loader
- Automated Data Cleaning Pipeline
*π― Phase 13: Reporting & Dashboards*
*Generate reports using:*
- Excel
- PDF
- HTML
*Build dashboards using:*
- Streamlit
- Dash
*Projects:*
- KPI Dashboard
- Business Analytics Dashboard
- Financial Dashboard
*π― Phase 14: Deployment & Best Practices*
*Learn:*
- Virtual Environments
- Logging
- Configuration Files
- Unit Testing
- Git & GitHub
- Docker Basics
*Deploy applications using:*
- Streamlit
- Docker
- Cloud Platforms
*π Portfolio Projects*
*Beginner:*
- Calculator
- Expense Tracker
- CSV Cleaner
- Password Generator
*Intermediate:*
- Excel Report Automation
- Web Scraper
- API Data Fetcher
- Sales Dashboard