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Data Analysis Books | Python | SQL | Excel | Artificial Intelligence | Power BI | Tableau | AI Resources

Data Analysis Books | Python | SQL | Excel | Artificial Intelligence | Power BI | Tableau | AI Resources

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Data Analysis Useful Resources #dataanalysis #dataanalysisbooks #sqlbooks #pythonbooks #tableau #powerbi #datavisualization For promotions: @coderfun

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๐Ÿ“ˆ Analytical overview of Telegram channel Data Analysis Books | Python | SQL | Excel | Artificial Intelligence | Power BI | Tableau | AI Resources

Channel Data Analysis Books | Python | SQL | Excel | Artificial Intelligence | Power BI | Tableau | AI Resources (@learndataanalysis) in the English language segment is an active participant. Currently, the community unites 51 854 subscribers, ranking 3 365 in the Education category and 7 251 in the India region.

๐Ÿ“Š Audience metrics and dynamics

Since its creation on ะฝะตะฒั–ะดะพะผะพ, the project has demonstrated rapid growth, gathering an audience of 51 854 subscribers.

According to the latest data from 15 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 525 over the last 30 days and by 18 over the last 24 hours, overall reach remains high.

  • Verification status: Not verified
  • Engagement rate (ER): The average audience engagement rate is 7.04%. Within the first 24 hours after publication, content typically collects 1.28% reactions from the total number of subscribers.
  • Post reach: On average, each post receives 3 651 views. Within the first day, a publication typically gains 665 views.
  • Reactions and interaction: The audience actively supports content: the average number of reactions per post is 7.
  • Thematic interests: Content is focused on key topics such as analyst, |--, excel, visualization, analytic.

๐Ÿ“ Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
โ€œData Analysis Useful Resources #dataanalysis #dataanalysisbooks #sqlbooks #pythonbooks #tableau #powerbi #datavisualization For promotions: @coderfunโ€

Thanks to the high frequency of updates (latest data received on 16 June, 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 Education category.

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๐—›๐—ฃ 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˜ - AI for Beginners - Data Science & Analytics - Cybersecurity - Pr
๐—›๐—ฃ 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˜ - AI for Beginners - Data Science & Analytics - Cybersecurity  - Project Management  - Resume Writing & Job Interview  ๐‹๐ข๐ง๐ค ๐Ÿ‘‡:-  https://pdlink.in/3DrNsxI Enroll For FREE & Get Certified๐ŸŽ“

๐…๐‘๐„๐„ ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐Œ๐š๐ฌ๐ญ๐ž๐ซ๐œ๐ฅ๐š๐ฌ๐ฌ ๐Ž๐ง ๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐œ๐ž ๐Ÿ˜ Know The Roadmap To a Successful Data Science Ca
๐…๐‘๐„๐„ ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐Œ๐š๐ฌ๐ญ๐ž๐ซ๐œ๐ฅ๐š๐ฌ๐ฌ ๐Ž๐ง ๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐œ๐ž ๐Ÿ˜  Know The Roadmap To a Successful Data Science Career  Become A Data Scientist Without Any Experience In 3 Months Eligibility :- Students,Freshers & Woking Professionals  ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐…๐จ๐ซ ๐…๐‘๐„๐„ ๐Ÿ‘‡:-  https://bit.ly/42pFyzB (Limited Slots ..HurryUp๐Ÿƒโ€โ™‚๏ธ )  ๐ƒ๐š๐ญ๐ž & ๐“๐ข๐ฆ๐ž:-  January 25, 2025, at 7 PM

Data Analyst Roadmap Like if it helps โค๏ธ
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Data Analyst Roadmap Like if it helps โค๏ธ

๐— ๐—ถ๐—ฐ๐—ฟ๐—ผ๐˜€๐—ผ๐—ณ๐˜ 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€๐Ÿ’ป Supercharge your career with 5 FREE Microsoft cer
๐— ๐—ถ๐—ฐ๐—ฟ๐—ผ๐˜€๐—ผ๐—ณ๐˜ 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€๐Ÿ’ป Supercharge your career with 5 FREE Microsoft certification courses to boost your data analytics skills! ๐—˜๐—ป๐—ฟ๐—ผ๐—น๐—น ๐—™๐—ผ๐—ฟ ๐—™๐—ฅ๐—˜๐—˜๐Ÿ‘‡ :- https://bit.ly/3Vlixcq Earn certifications to showcase your skills Donโ€™t waitโ€”start your journey to success today! โœจ

โŒจ๏ธ MongoDB Cheat Sheet MongoDB is a flexible, document-orientated, NoSQL database program that can scale to any enterprise vo
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โŒจ๏ธ MongoDB Cheat Sheet
MongoDB is a flexible, document-orientated, NoSQL database program that can scale to any enterprise volume without compromising search performance.
This Post includes a MongoDB cheat sheet to make it easy for our followers to work with MongoDB. Working with databases Working with rows Working with Documents Querying data from documents Modifying data in documents Searching

๐—ง๐—–๐—ฆ ๐—ถ๐—ข๐—ก 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˜ Why spend money on certifications when TCS is offering the
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๐…๐‘๐„๐„ ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐Œ๐š๐ฌ๐ญ๐ž๐ซ๐œ๐ฅ๐š๐ฌ๐ฌ ๐Ž๐ง ๐€๐ˆ/๐Œ๐‹๐Ÿ˜ Kickstart a rewarding Artificial Intelligence & Machine Learning career Roadmap to Become a successful AI & ML engineer!   Eligibility :- Students ,Freshers & Working Professionals  ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐…๐จ๐ซ ๐…๐‘๐„๐„ ๐Ÿ‘‡:-  https://bit.ly/40hoyZy (Limited Slots ..HurryUp๐Ÿƒโ€โ™‚๏ธ )  ๐ƒ๐š๐ญ๐ž & ๐“๐ข๐ฆ๐ž:- January 24, 2025, at 7 PM

Skills a data analyst needs: 1. Technical skills ๐Ÿ“ SQL ๐Ÿ“ Excel ๐Ÿ“ Data viz (Power BI/Tableau) 2. Soft skills ๐Ÿ“ Problem solving ๐Ÿ“ Communication ๐Ÿ“ Thinking (critical + analytical)

๐—œ๐—•๐—  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˜ - AI Prompt Engineering - Python for Data Science - SQL Relation
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Data Analyst Roadmap: - Tier 1: Excel & SQL - Tier 2: Data Cleaning & Exploratory Data Analysis (EDA) - Tier 3: Data Visualization & Business Intelligence (BI) Tools - Tier 4: Statistical Analysis & Machine Learning Basics Then build projects that include: - Data Collection - Data Cleaning - Data Analysis - Data Visualization And if you want to make your portfolio stand out more: - Solve real business problems - Provide clear, impactful insights - Create a presentation - Record a video presentation - Target specific industries - Reach out to companies I have curated best 80+ top-notch Data Analytics Resources ๐Ÿ‘‡๐Ÿ‘‡ https://topmate.io/analyst/861634 Hope this helps you ๐Ÿ˜Š

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The Secret to learn SQL: It's not about knowing everything It's about doing simple things well What You ACTUALLY Need: 1. SELECT Mastery * SELECT * LIMIT 10 (yes, for exploration only!) * COUNT, SUM, AVG (used every single day) * Basic DATE functions (life-saving for reports) * CASE WHEN 2. JOIN Logic * LEFT JOIN (your best friend) * INNER JOIN (your second best friend) * That's it. 3. WHERE Magic * Basic conditions * AND, OR operators * IN, NOT IN * NULL handling * LIKE for text search 4. GROUP BY Essentials * Basic grouping * HAVING clause * Multiple columns * Simple aggregations Most common tasks: * Pull monthly sales * Count unique customers * Calculate basic metrics * Filter date ranges * Join 2-3 tables Focus on: * Clean code * Clear comments * Consistent formatting * Proper indentation Here you can find essential SQL Interview Resources๐Ÿ‘‡ https://topmate.io/analyst/864764 Like this post if you need more ๐Ÿ‘โค๏ธ Hope it helps :) #sql

๐Ÿณ ๐—™๐—ฅ๐—˜๐—˜ ๐— ๐—ถ๐—ฐ๐—ฟ๐—ผ๐˜€๐—ผ๐—ณ๐˜ & ๐—Ÿ๐—ถ๐—ป๐—ธ๐—ฒ๐—ฑ๐—œ๐—ป ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐˜๐—ผ ๐—•๐—ผ๐—ผ๐˜€๐˜ ๐—ฌ๐—ผ๐˜‚๐—ฟ ๐—ฅ๐—ฒ๐˜€๐˜‚๐—บ๐—ฒ๐Ÿ˜ 1.Gene
๐Ÿณ ๐—™๐—ฅ๐—˜๐—˜ ๐— ๐—ถ๐—ฐ๐—ฟ๐—ผ๐˜€๐—ผ๐—ณ๐˜ & ๐—Ÿ๐—ถ๐—ป๐—ธ๐—ฒ๐—ฑ๐—œ๐—ป ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐˜๐—ผ ๐—•๐—ผ๐—ผ๐˜€๐˜ ๐—ฌ๐—ผ๐˜‚๐—ฟ ๐—ฅ๐—ฒ๐˜€๐˜‚๐—บ๐—ฒ๐Ÿ˜ 1.Generative Al 2.Data Analysis 3.Project Management 4 Software Development 5 Business Analysis 6 System Administration 7.Administrative Assistance ๐‹๐ข๐ง๐ค๐Ÿ‘‡ :- https://bit.ly/3YWrXNT Enroll For FREE & Get Certified ๐ŸŽ“

๐—™๐—ฅ๐—˜๐—˜ ๐—ฅ๐—ผ๐—ฎ๐—ฑ๐—บ๐—ฎ๐—ฝ ๐—ง๐—ผ ๐—•๐—ฒ๐—ฐ๐—ผ๐—บ๐—ฒ ๐—” ๐—ฆ๐˜‚๐—ฐ๐—ฐ๐—ฒ๐˜€๐˜€๐—ณ๐˜‚๐—น ๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜€๐˜ ๐Ÿ˜ The average salary for a Data An
๐—™๐—ฅ๐—˜๐—˜ ๐—ฅ๐—ผ๐—ฎ๐—ฑ๐—บ๐—ฎ๐—ฝ ๐—ง๐—ผ ๐—•๐—ฒ๐—ฐ๐—ผ๐—บ๐—ฒ ๐—” ๐—ฆ๐˜‚๐—ฐ๐—ฐ๐—ฒ๐˜€๐˜€๐—ณ๐˜‚๐—น ๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜€๐˜ ๐Ÿ˜ The average salary for a Data Analyst Fresher is 7 LPA Hereโ€™s a detailed roadmap to guide you through the process of becoming a data analyst ๐—Ÿ๐—ถ๐—ป๐—ธ ๐Ÿ‘‡:-  https://bit.ly/3KjGATi Follow the roadmap to become a data analyst in just 3 month