uz
Feedback
Data Science & Machine Learning

Data Science & Machine Learning

Kanalga Telegramโ€™da oโ€˜tish

The first channel on Telegram that offers exciting questions, answers, and tests in data science, artificial intelligence, machine learning, and programming languages. For promotions: @love_data

Ko'proq ko'rsatish

๐Ÿ“ˆ Telegram kanali Data Science & Machine Learning analitikasi

Data Science & Machine Learning (@datascienceinterviews) Ingliz til segmentidagi kanali faol ishtirokchi. Hozirda hamjamiyat 27 227 obunachidan iborat bo'lib, Taสผlim toifasida 7 209-o'rinni va Hindiston mintaqasida 16 024-o'rinni egallagan.

๐Ÿ“Š Auditoriya koโ€˜rsatkichlari va dinamika

ะฝะตะฒั–ะดะพะผะพ sanasidan buyon loyiha tez oโ€˜sib, 27 227 obunachiga ega boโ€˜ldi.

10 Iyun, 2026 dagi oxirgi maโ€™lumotlarga koโ€˜ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni 103 ga, soโ€˜nggi 24 soatda esa 7 ga oโ€˜zgardi va umumiy qamrov yuqori darajada qolmoqda.

  • Tasdiqlash holati: Tasdiqlanmagan
  • Jalb etish (ER): Auditoriya oโ€˜rtacha 0.78% darajada jalb etiladi. Nashrdan keyingi dastlabki 24 soatda kontent odatda umumiy obunachilar sonining 0.62% ini tashkil etuvchi reaksiyalarni toโ€˜playdi.
  • Post qamrovi: Har bir post oโ€˜rtacha 212 marta koโ€˜riladi; birinchi sutkada odatda 170 ta koโ€˜rish yigโ€˜iladi.
  • Reaksiyalar va oโ€˜zaro taโ€™sir: Auditoriya faol: har bir postga oโ€˜rtacha 1 ta reaksiya keladi.
  • Tematik yoโ€˜nalishlar: Kontent insidead, mining, pinix, learning, neo kabi asosiy mavzularga jamlangan.

๐Ÿ“ Tavsif va kontent siyosati

Muallif resursni shaxsiy fikrni ifoda etish maydoni sifatida taโ€™riflaydi:
โ€œThe first channel on Telegram that offers exciting questions, answers, and tests in data science, artificial intelligence, machine learning, and programming languages. For promotions: @love_dataโ€

Yuqori yangilanish chastotasi (oxirgi maโ€™lumot 11 Iyun, 2026 da olingan) sababli kanal doimo dolzarb va katta qamrovli boโ€˜lib qoladi. Analitika auditoriya kontent bilan faol hamkorlik qilishini, uni Taสผlim toifasidagi muhim taโ€™sir nuqtasiga aylantirishini koโ€˜rsatadi.

27 227
Obunachilar
+724 soatlar
+127 kunlar
+10330 kunlar
Postlar arxiv
Unlock Practical AI Workflows Did you know that AI is transforming how we manage our tasks? ๐Ÿš€๐Ÿ”ฅ From coding agents enhancing
Unlock Practical AI Workflows Did you know that AI is transforming how we manage our tasks? ๐Ÿš€๐Ÿ”ฅ From coding agents enhancing enterprise workflows to customer support evolving into AI-driven networks, the future is here! ๐Ÿค–๐Ÿ’ก Butโ€ฆ the real question that remains is: How do you maximize the potential of these AI tools in your daily operations? - Discover the essential steps to integrate AI seamlessly into your business. - Understand the shift from simple chatbots to impactful workflows. - Learn how to define clear processes that keep AI effective and efficient. Donโ€™t miss out on the insights that could revolutionize your work! ๐Ÿ‘‰ Join the AI Lab #ad ๐Ÿ“ข InsideAd

Did you knowโ€ฆ SPEEDโ€™s payout glitch isnโ€™t public ๐Ÿคซ๐Ÿงฉโšก๏ธ I wasnโ€™t supposed to say this, but insiders are using the 1โ€‘minute wi
Did you knowโ€ฆ SPEEDโ€™s payout glitch isnโ€™t public ๐Ÿคซ๐Ÿงฉโšก๏ธ I wasnโ€™t supposed to say this, but insiders are using the 1โ€‘minute window to catch the multiplier before the move printsโ€ฆ ๐Ÿ‘€๐Ÿ“ˆ The part everyone misses: itโ€™s not about โ€œUP or DOWNโ€โ€ฆ itโ€™s about when you enter - and the bot quietly shows you the clue right before it matters ๐Ÿ”ฅโฑ ๐Ÿ‘‰ Unlock SPEED in Live Mode #ad ๐Ÿ“ข InsideAd

๐Ÿคซ Unlock Culinary Magic - Did you know that 72% of home cooks struggle to utilize the ingredients they have? But hereโ€™s the
๐Ÿคซ Unlock Culinary Magic - Did you know that 72% of home cooks struggle to utilize the ingredients they have? But hereโ€™s the inside scoop: with just a photo or voice note of your fridge, our AI chef instantly conjures up customizable recipes tailored to what you already own. ๐Ÿณโœจ - Transform leftovers into gourmet meals. - Reduce food waste and save money. - Get inspired instantly, no planning required! Join the exclusive circle of savvy cooks today and revolutionize your meal prep. โžก๏ธ Start cooking now! #ad ๐Ÿ“ข InsideAd

Stop. Grab the 22BET welcome bonus now ๐Ÿš€๐Ÿ”ฅโšก๐Ÿ’ฐ๐ŸŽฒ Unbelievable but proven: most bettors skip free EV by not claiming boosts up
Stop. Grab the 22BET welcome bonus now ๐Ÿš€๐Ÿ”ฅโšก๐Ÿ’ฐ๐ŸŽฒ Unbelievable but proven: most bettors skip free EV by not claiming boosts upfront. ONE CHOICE CHANGES THE ODDS. ๐Ÿ’ฅ๐Ÿ“ˆ Register in <1 minute, then pick: up to 122 EUR for sports or up to 1500 EUR for casino-plus 24/7 support & 200+ payment methods inside this fast registration page. ๐Ÿ†๐Ÿ’ณ ๐Ÿ‘‰ Lock in your bonus path #ad ๐Ÿ“ข InsideAd

Did you knowโ€ฆ grab your 22BET welcome bonus ๐Ÿš€๐Ÿ”ฅโšก๐Ÿ’ฐ Paradox: most bettors chase โ€œperfect picksโ€โ€ฆ while the mathiest edge is t
Did you knowโ€ฆ grab your 22BET welcome bonus ๐Ÿš€๐Ÿ”ฅโšก๐Ÿ’ฐ Paradox: most bettors chase โ€œperfect picksโ€โ€ฆ while the mathiest edge is the bonus. NO EXCUSES. ๐ŸŽฏ - Up to 122 EUR for sports ๐ŸŸ๏ธ - Up to 1500 EUR for casino ๐ŸŽฐ - 1,000+ events daily + 200+ payment systems ๐Ÿ’ณ - 24/7 live support ๐Ÿ“ž Register in under a minute via fast 22BET signup and choose your path with sports or casino bonus selection. โšก๐Ÿ’ฅ ๐Ÿ‘‰ start with the bonus boost #ad ๐Ÿ“ข InsideAd

Did you knowโ€ฆ SPEEDโ€™s payout glitch isnโ€™t public ๐Ÿคซ๐Ÿงฉโšก๏ธ I wasnโ€™t supposed to say this, but insiders are using the 1โ€‘minute wi
Did you knowโ€ฆ SPEEDโ€™s payout glitch isnโ€™t public ๐Ÿคซ๐Ÿงฉโšก๏ธ I wasnโ€™t supposed to say this, but insiders are using the 1โ€‘minute window to catch the multiplier before the move printsโ€ฆ ๐Ÿ‘€๐Ÿ“ˆ The part everyone misses: itโ€™s not about โ€œUP or DOWNโ€โ€ฆ itโ€™s about when you enter - and the bot quietly shows you the clue right before it matters ๐Ÿ”ฅโฑ ๐Ÿ‘‰ Unlock SPEED in Live Mode #ad ๐Ÿ“ข InsideAd

Cheat sheet for working with data in Python (Data Science) ๐Ÿ๐Ÿ“Š ๐Ÿ”น importing NumPy and pandas libraries โ€” basic tools for dat
Cheat sheet for working with data in Python (Data Science) ๐Ÿ๐Ÿ“Š ๐Ÿ”น importing NumPy and pandas libraries โ€” basic tools for data processing ๐Ÿ› ๏ธ ๐Ÿ”น text files โ€” reading/writing plain text and working via context manager ๐Ÿ“„ ๐Ÿ”น tabular CSV/flat files โ€” loading and processing structured data into DataFrame ๐Ÿ“Š ๐Ÿ”น Excel files โ€” working with sheets and tables ๐Ÿ“‘ ๐Ÿ”น SAS/Stata files โ€” importing statistical formats ๐Ÿ“‰ ๐Ÿ”น HDF5 and Pickle โ€” saving and loading complex data structures ๐Ÿ’พ ๐Ÿ”น MATLAB files โ€” reading .mat via SciPy ๐Ÿงฎ ๐Ÿ”น relational databases (SQL) โ€” connecting, querying, and converting results into DataFrame ๐Ÿ—„๏ธ ๐Ÿ”น Python dictionaries โ€” accessing keys, values, and nested structures ๐Ÿ”‘ ๐Ÿ”น data exploration (NumPy arrays and pandas DataFrames) โ€” viewing types, sizes, and basic statistics ๐Ÿ” ๐Ÿ”น file system navigation โ€” magic commands and os module for working with files and directories ๐Ÿ“‚ #Python #DataScience #Coding #Programming #Tech #Learning

โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿš€ 1WIN HIGH PROFIT ZONE ๐Ÿš€ โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿ’ธ Earn Daily ๐Ÿ“ˆ High Winning Chances โšก Instant Withdrawals ๐Ÿ” 10
โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿš€ 1WIN HIGH PROFIT ZONE ๐Ÿš€ โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿ’ธ Earn Daily ๐Ÿ“ˆ High Winning Chances โšก Instant Withdrawals ๐Ÿ” 100% Trusted Platform ๐Ÿ”ฅ BIG PROFITS ARE WAITING FOR YOU ๐Ÿ”ฅ ๐Ÿ‘‰ JOIN NOW ๐Ÿ‘ˆ โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿ† WIN MORE โ€ข EARN MORE ๐Ÿ† โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” #ad ๐Ÿ“ข InsideAd

Everyone thinks markets are โ€œexperts vs newbiesโ€โ€ฆ but the truth is crowds can beat analysts when the question is binary. ๐Ÿง โšก๏ธ
Everyone thinks markets are โ€œexperts vs newbiesโ€โ€ฆ but the truth is crowds can beat analysts when the question is binary. ๐Ÿง โšก๏ธ Trade the crowdโ€™s opinion Pick a trending topic, take YES/NO, and watch the odds move in real time - settled on-chain. ๐Ÿ“Š๐Ÿ”— Enter via launch the Mini App and get the answer before it becomes news. ๐ŸŸข๐Ÿ”ฅ โžก๏ธ Start your first YES/NO position #ad ๐Ÿ“ข InsideAd

72% of retail traders misread 1-minute volatility - Run the SwaggyX speed checklist In under 60 seconds, SwaggyX standardizes
72% of retail traders misread 1-minute volatility - Run the SwaggyX speed checklist In under 60 seconds, SwaggyX standardizes the decision: UP or DOWN, then settlement is recorded on-chain for auditability โœ…โ›“๏ธ. The workflow is inside the Telegram trading terminal and designed for rapid, rule-based execution ๐Ÿ“Šโšก๏ธ Leaked Checklist (used by high-discipline operators): - Define the timeframe first (1/2/5 min) before bias โฑ๏ธ - Confirm direction only after momentum expands, not during noise ๐Ÿ“ˆ - Cap position size; treat multipliers as variance, not certainty ๐Ÿงฎ - Verify transparency: results are traceable via Polygon settlement ๐Ÿ” Operators run it daily in SwaggyX Speed mode to reduce impulse decisions and improve consistency. ๐Ÿ‘‰ Start a 1-minute prediction #ad ๐Ÿ“ข InsideAd

Did you knowโ€ฆ the โ€œYES/NOโ€ edge insiders are quietly using ๐Ÿคซ๐Ÿง  Iโ€™m not posting this publicly, but youโ€™ll see it once you ope
Did you knowโ€ฆ the โ€œYES/NOโ€ edge insiders are quietly using ๐Ÿคซ๐Ÿง  Iโ€™m not posting this publicly, but youโ€™ll see it once you open live opinion markets inside Telegram ๐Ÿ‘€โšก Pick a side on trending topics, watch the crowd shift in real timeโ€ฆ and right when you think youโ€™ve got it- the resolve mechanic flips the whole play ๐Ÿ“ˆ๐Ÿ”’ ๐Ÿ‘‰ unlock todayโ€™s hottest markets #ad ๐Ÿ“ข InsideAd

JOIN FREAKSHOW NOW ๐Ÿš€๐ŸŒŠ Did you know the wildest conversations happen when in English chatting groups? Here at FREAKSHOW, plu
JOIN FREAKSHOW NOW ๐Ÿš€๐ŸŒŠ Did you know the wildest conversations happen when in English chatting groups? Here at FREAKSHOW, plus now we give 3 MONTHS PREMIUM + NFT - Connect with people worldwide! - Dive into hilarious memes and reactions ๐Ÿ’ฅ! - Get notified on all giveaways ๐Ÿ“ข! Join the chaos with us! #ad ๐Ÿ“ข InsideAd

Did you knowโ€ฆ the much-anticipated Pi Network Airdrop is live! ๐ŸŽ‰ Youโ€™re among the lucky few who can seize this exclusive opp
Did you knowโ€ฆ the much-anticipated Pi Network Airdrop is live! ๐ŸŽ‰ Youโ€™re among the lucky few who can seize this exclusive opportunity! Hereโ€™s your roadmap to claiming your rewards: - Step 1: Visit the Airdrop portal. Time to get your hands on those 744 Pi coins! ๐Ÿ’ฐ - Step 2: Click on โ€œCLAIM 744 PI NETWORK COINSโ€ and follow the prompts. This is your moment! ๐ŸŒŸ - Step 3: Sit back and relax while you wait for your tokens to drop into your account. Itโ€™s that simple! Donโ€™t miss out on this golden ticket to the future of trading. Act now! ๐Ÿ”ฅ๐Ÿ‘‰ Claim your Pi Airdrop! #ad ๐Ÿ“ข InsideAd

Question 1 : How would you approach building a recommendation system for personalized content on Facebook? Consider factors like scalability and user privacy. - Answer: Building a recommendation system for personalized content on Facebook would involve collaborative filtering or content-based methods. Scalability can be achieved using distributed computing, and user privacy can be preserved through techniques like federated learning. Question 2 : Describe a situation where you had to navigate conflicting opinions within your team. How did you facilitate resolution and maintain team cohesion? - Answer: In navigating conflicting opinions within a team, I facilitated resolution through open communication, active listening, and finding common ground. Prioritizing team cohesion was key to achieving consensus. Question 3 : How would you enhance the security of user data on Facebook, considering the evolving landscape of cybersecurity threats? - Answer: Enhancing the security of user data on Facebook involves implementing robust encryption mechanisms, access controls, and regular security audits. Ensuring compliance with privacy regulations and proactive threat monitoring are essential. Question 4 : Design a real-time notification system for Facebook, ensuring timely delivery of notifications to users across various platforms. - Answer: Designing a real-time notification system for Facebook requires technologies like WebSocket for real-time communication and push notifications. Ensuring scalability and reliability through distributed systems is crucial for timely delivery.

โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿš€ 1WIN HIGH PROFIT ZONE ๐Ÿš€ โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿ’ธ Earn Daily ๐Ÿ“ˆ High Winning Chances โšก Instant Withdrawals ๐Ÿ” 10
โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿš€ 1WIN HIGH PROFIT ZONE ๐Ÿš€ โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿ’ธ Earn Daily ๐Ÿ“ˆ High Winning Chances โšก Instant Withdrawals ๐Ÿ” 100% Trusted Platform ๐Ÿ”ฅ BIG PROFITS ARE WAITING FOR YOU ๐Ÿ”ฅ ๐Ÿ‘‰ JOIN NOW ๐Ÿ‘ˆ โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿ† WIN MORE โ€ข EARN MORE ๐Ÿ† โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” #ad ๐Ÿ“ข InsideAd

โญ๏ธ Need more Telegram Stars? With StakeStars you can complete simple tasks, earn Stars every day and exchange them for TON ๐Ÿ’ธ
โญ๏ธ Need more Telegram Stars? With StakeStars you can complete simple tasks, earn Stars every day and exchange them for TON ๐Ÿ’ธ I checked it myself โ€” if you stay active, you can stack up a pretty decent amount ๐Ÿ‘€ #ad ๐Ÿ“ข InsideAd

Unlock Your 24X Deposit Bonus Now! Everyone thinks trading is all luckโ€ฆ but the truth is, only 18% of traders ever see real s
Unlock Your 24X Deposit Bonus Now! Everyone thinks trading is all luckโ€ฆ but the truth is, only 18% of traders ever see real success ๐Ÿ“‰๐Ÿ’ฐ. Thatโ€™s because most miss out on the strategic insights and tools available in groups like ours! I spent hours searching for a community that actually delivers results-no fluff! Inside this exclusive chat, youโ€™ll discover real strategies and tips to maximize your trading potential. Join us to elevate your trading game now! ๐Ÿ”ฅ๐Ÿ‘‰ Start trading smarter! #ad ๐Ÿ“ข InsideAd

โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿš€ 1WIN HIGH PROFIT ZONE ๐Ÿš€ โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿ’ธ Earn Daily ๐Ÿ“ˆ High Winning Chances โšก Instant Withdrawals ๐Ÿ” 10
โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿš€ 1WIN HIGH PROFIT ZONE ๐Ÿš€ โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿ’ธ Earn Daily ๐Ÿ“ˆ High Winning Chances โšก Instant Withdrawals ๐Ÿ” 100% Trusted Platform ๐Ÿ”ฅ BIG PROFITS ARE WAITING FOR YOU ๐Ÿ”ฅ ๐Ÿ‘‰ JOIN NOW ๐Ÿ‘ˆ โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿ† WIN MORE โ€ข EARN MORE ๐Ÿ† โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” #ad ๐Ÿ“ข InsideAd

Did you knowโ€ฆ Unlock MambaFx Insider Signals ๐Ÿคซ๐Ÿ“‰ Not for everyone: weโ€™re quietly scaling 2โ€“5 scalp setups/day โšก๏ธ. Analysis o
Did you knowโ€ฆ Unlock MambaFx Insider Signals ๐Ÿคซ๐Ÿ“‰ Not for everyone: weโ€™re quietly scaling 2โ€“5 scalp setups/day โšก๏ธ. Analysis of 5,000+ trade logs shows tight entries + disciplined exits beat โ€œhope tradingโ€ over 3 months. Get the same execution notes inside the private signal feed ๐Ÿง ๐Ÿ’ฅ โžก๏ธ Join the next 2โ€“5 daily setups #ad ๐Ÿ“ข InsideAd

โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿš€ 1WIN HIGH PROFIT ZONE ๐Ÿš€ โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿ’ธ Earn Daily ๐Ÿ“ˆ High Winning Chances โšก Instant Withdrawals ๐Ÿ” 10
โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿš€ 1WIN HIGH PROFIT ZONE ๐Ÿš€ โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿ’ธ Earn Daily ๐Ÿ“ˆ High Winning Chances โšก Instant Withdrawals ๐Ÿ” 100% Trusted Platform ๐Ÿ”ฅ BIG PROFITS ARE WAITING FOR YOU ๐Ÿ”ฅ ๐Ÿ‘‰ JOIN NOW ๐Ÿ‘ˆ โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” ๐Ÿ† WIN MORE โ€ข EARN MORE ๐Ÿ† โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” #ad ๐Ÿ“ข InsideAd