Data Analytics & AI | SQL Interviews | Power BI Resources

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🔓Explore the fascinating world of Data Analytics & Artificial Intelligence 💻 Best AI tools, free resources, and expert advice to land your dream tech job. Admin: @coderfun Buy ads: https://telega.io/c/Data_Visual

Network:Free Courses with Certificate - Python Programming, Data Science, Java Coding, SQL, Web Development, AI, ML, ChatGPT Expert India15 981 Education7 206...

📈 Analytical overview of Telegram channel Data Analytics & AI | SQL Interviews | Power BI Resources

Channel Data Analytics & AI | SQL Interviews | Power BI Resources (@data_visual) in the English language segment is an active participant. Currently, the community unites 27 215 subscribers, ranking 7 206 in the Education category and 15 981 in the India region.

📊 Audience metrics and dynamics

Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 27 215 subscribers.

According to the latest data from 14 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 255 over the last 30 days and by 26 over the last 24 hours, overall reach remains high.

Verification status: Not verified
Engagement rate (ER): The average audience engagement rate is 3.99%. Within the first 24 hours after publication, content typically collects 0.72% reactions from the total number of subscribers.
Post reach: On average, each post receives 0 views. Within the first day, a publication typically gains 197 views.
Reactions and interaction: The audience actively supports content: the average number of reactions per post is 0.
Thematic interests: Content is focused on key topics such as |--, sql, learning, analytic, visualization.

📝 Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
“🔓Explore the fascinating world of Data Analytics & Artificial Intelligence 💻 Best AI tools, free resources, and expert advice to land your dream tech job. Admin: @coderfun Buy ads: https://telega.io/c/Data_Visual”

Thanks to the high frequency of updates (latest data received on 15 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.

27 215

Subscribers

+2624 hours

+527 days

+25530 days

1 085

Post views

~ 19724 hours

~ 25248 hours

3.99%

Engagement rate

No data

Posts per day

Ads index

beta

Posts Archive

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𝟰 𝗠𝘂𝘀𝘁-𝗗𝗼 𝗙𝗥𝗘𝗘 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝗳𝗼𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗯𝘆 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁!😍 Want to stand out in Data Science?📍 These free courses by Microsoft will boost your skills and make your resume shine! 🌟 𝐋𝐢𝐧𝐤👇:- https://pdlink.in/3D3XOUZ 📢 Don’t miss out! Start learning today and take your data science journey to the next level! 🚀

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Most Demanding Data Analytics Skills! ↳ Dive into the essential skills and tools that are shaping the future of data analytics. From SQL and Python to Tableau and PowerBI, discover which technologies are crucial for advancing your data analysis capabilities. ↳ Explore the importance of machine learning techniques like linear regression, logistic regression, SVM, decision trees, random forests, K-means, and K-nearest neighbors, and how they can enhance your analytical prowess. ↳ Understand why soft skills such as communication, collaboration, critical thinking, and creativity are just as important as technical skills in the data analytics field. ↳ Get a comprehensive overview of the skills and technologies that can propel your career forward and make you a standout in the competitive world of data analytics.

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𝗖𝗿𝗮𝗰𝗸 𝗬𝗼𝘂𝗿 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄 𝘄𝗶𝘁𝗵 𝗧𝗵𝗶𝘀 𝗖𝗼𝗺𝗽𝗹𝗲𝘁𝗲 𝗚𝘂𝗶𝗱𝗲!😍 Preparing for a Data Analytics interview?✨️ 📌 Don’t waste time searching—this guide has everything you need to ace your interview! 𝐋𝐢𝐧𝐤👇:- https://pdlink.in/4h6fSf2 Get a structured roadmap Now ✅

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How to be a Prompt Engineer 101 The shortest and most comprehensive guide 1. start with an explanation Make a description and character situation at the beginning of the Prompt Error example: Please help me read the following code: {your input here} Correct example:

Now let's play the role, you are a senior information security engineer, I will give you a piece of code, please help me read the code and point out where there may be security vulnerable.



Text: """

{your input here}

"""

2. Prompt to describe the situation In the prompt, it is necessary to describe the context, result, length, format and style as much as possible Error example: Write a short story for kids Correct example:

Write a funny soccer story for kids that teaches the kid that persistence is the key for success in the style of Rowling.

3. gives output in the format If you are doing data analysis, please give the input template of the format Error example: Extract house pricing data from the following text. Text: """ {your text containing pricing data} """ Correct example:

Extract house pricing data from the following text.

Desired format: """

House 1 | $1,000,000 | 100 sqm

House 2 | $500,000 | 90 sqm

... (and so on)

"""

Text: """

{your text containing pricing data}

"""

4. Add some example questions and answers Sometimes adding some question and answer examples can make GPT more intelligent Correct example:

Extract brand names from the texts below.

Text 1: Finxter and YouTube are tech companies. Google is too.

Brand names 2: Finxter, YouTube, Google

###

Text 2: If you like tech, you'll love Finxter!

Brand names 2: Finxter

###

Text 3: {your text here}

Brand names 3: The question and answer example is also a standard template example in fine-tune 5. Simplify the sentence and clarify the purpose Keep your words as short as possible and don't say useless content Error example: ChatGPT, write a sales page for my company selling sand in the desert, please write only a few sentences, nothing long and complex Correct example: Write a 5-sentence sales page, sell sand in the desert. 6. Good at using introductory words Error example: Write a Python function that plots my net worth over 10 years for different inputs on the initial investment and a given ROI Correct example:

# Python function that plots net worth over 10

# years for different inputs on the initial

# investment and a given ROI


import matplotlib


def plot_net_worth(initial, roi):

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𝗙𝗥𝗘𝗘 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝘁𝗼 𝗠𝗮𝘀𝘁𝗲𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 & 𝗔𝗜!😍 Want to boost your career with in-demand skills like 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲, 𝗔𝗜, 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴, 𝗣𝘆𝘁𝗵𝗼𝗻, 𝗮𝗻𝗱 𝗦𝗤𝗟?📊 These 𝗙𝗥𝗘𝗘 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 provide hands-on learning with interactive labs and certifications 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 to enhance your 𝗥𝗲𝘀𝘂𝗺𝗲📍 𝐋𝐢𝐧𝐤👇:- https://pdlink.in/3Xrrouh Perfect for beginners & professionals looking to upgrade their expertise—taught by industry experts!✅️

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✅ Free Courses with Certificate: https://t.me/free4unow_backup Best Telegram channels to get free coding & data science resources 👇👇 https://t.me/addlist/4q2PYC0pH_VjZDk5

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Data Science & Big Data Analytics ( PDFDrive ).pdf50.31 MB

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𝗕𝗼𝗼𝘀𝘁 𝗬𝗼𝘂𝗿 𝗖𝗮𝗿𝗲𝗲𝗿 𝘄𝗶𝘁𝗵 𝗙𝗥𝗘𝗘 𝗚𝗼𝗼𝗴𝗹𝗲 𝗖𝗼𝘂𝗿𝘀𝗲𝘀!😍 Want to learn in-demand skills from Google? 🌟 Here are 4 FREE Courses to help you become job-ready:📍 𝐋𝐢𝐧𝐤👇:- https://pdlink.in/3QH8KL8 Perfect for students, professionals & career-switchers!📊

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Building Machine Learning Powered Applications (2020) #ml #en

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Data Analysis using Python

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Repost from Data Science Projects

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Machine Learning.pdf1.50 MB

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𝗢𝗿𝗮𝗰𝗹𝗲 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 | 𝗦𝗤𝗟 😍 SQL is a must-have skill for Data Science, Analytics, and Data Engineering roles! Mastering SQL can boost your resume, help you land high-paying roles, and make you stand out in Data Science & Analytics! 𝐋𝐢𝐧𝐤👇:- https://pdlink.in/4bjJaFv Enroll Now & Get Certfied 🎓

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Repost from Generative AI

Important Generative AI Terms

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Repost from Generative AI

𝟱 𝗕𝗲𝘀𝘁 𝗜𝗕𝗠 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 😍 1)Python for Data Science 2)SQL & Relational Databases 3)Applied Data Science with Python 4)Machine Learning with Python 5)Data Analysis with Python 𝐋𝐢𝐧𝐤 👇:- https://pdlink.in/3QyJyqk Enroll For FREE & Get Certified🎓

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How do you start AI and ML ? Where do you go to learn these skills? What courses are the best? There’s no best answer🥺. Everyone’s path will be different. Some people learn better with books, others learn better through videos. What’s more important than how you start is why you start. Start with why. Why do you want to learn these skills? Do you want to make money? Do you want to build things? Do you want to make a difference? Again, no right reason. All are valid in their own way. Start with why because having a why is more important than how. Having a why means when it gets hard and it will get hard, you’ve got something to turn to. Something to remind you why you started. Got a why? Good. Time for some hard skills. I can only recommend what I’ve tried every week new course lauch better than others its difficult to recommend any course You can completed courses from (in order): Treehouse / youtube( free) - Introduction to Python Udacity - Deep Learning & AI Nanodegree fast.ai - Part 1and Part 2 They’re all world class. I’m a visual learner. I learn better seeing things being done/explained to me on. So all of these courses reflect that. If you’re an absolute beginner, start with some introductory Python courses and when you’re a bit more confident, move into data science, machine learning and AI. Join for more: https://t.me/machinelearning_deeplearning 👉Telegram Link: https://t.me/addlist/4q2PYC0pH_VjZDk5 Like for more ❤️ All the best 👍👍

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𝗚𝗼𝗼𝗴𝗹𝗲 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀😍 Master AI for FREE: 5 Must-Take Google Courses to Boost Your Career 🌟 Artificial Intelligence is transforming industries, and now’s your chance to dive into this exciting field with free, expert-led courses by Google. 𝐋𝐢𝐧𝐤👇:- https://pdlink.in/428e55o Enroll Now & Get Certfied 🎓