Machine Learning & Artificial Intelligence | Data Science Free Courses
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Perfect channel to learn Data Analytics, Data Sciene, Machine Learning & Artificial Intelligence Admin: @coderfun
显示更多📈 Telegram 频道 Machine Learning & Artificial Intelligence | Data Science Free Courses 的分析概览
频道 Machine Learning & Artificial Intelligence | Data Science Free Courses (@datasciencefree) 英语 语言赛道中的 是活跃参与者。目前社区聚集了 66 858 名订阅者,在 教育 类别中位列第 2 451,并在 马来西亚 地区排名第 428 位。
📊 受众指标与增长动态
自 невідомо 创建以来,项目保持高速增长,吸引了 66 858 名订阅者。
根据 29 六月, 2026 的最新数据,频道保持稳定运转。过去 30 天订阅人数变化为 462,过去 24 小时变化为 17,整体触达仍然可观。
- 认证状态: 未认证
- 互动率 (ER): 平均受众互动率为 0.65%。内容发布后 24 小时内通常能获得 1.31% 的反应,占订阅者总量。
- 帖子覆盖: 每篇帖子平均可获得 437 次浏览,首日通常累积 872 次浏览。
- 互动与反馈: 受众积极参与,单帖平均反应数为 3。
- 主题关注点: 内容集中在 sellerflash, waybienad, pricing, buybox, buyer 等核心主题上。
📝 描述与内容策略
作者将该频道定位为表达主观观点的平台:
“Perfect channel to learn Data Analytics, Data Sciene, Machine Learning & Artificial Intelligence
Admin: @coderfun”
凭借高频更新(最新数据采集于 30 六月, 2026),频道始终保持新鲜度与高覆盖。分析显示受众积极互动,使其成为 教育 类别中的关键影响点。
66 858
订阅者
+1724 小时
+1507 天
+46230 天
帖子存档
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✅ Data Scientists in Your 20s – Avoid This Trap 🚫🧠
🎯 The Trap? → Passive Learning
Feels like you’re learning but not truly growing.
🔍 Example:
⦁ Watching endless ML tutorial videos
⦁ Saving notebooks without running or understanding
⦁ Joining courses but not coding models
⦁ Reading research papers without experimenting
End result?
❌ No models built from scratch
❌ No real data cleaning done
❌ No insights or reports delivered
This is passive learning — absorbing without applying. It builds false confidence and slows progress.
🛠️ How to Fix It:
1️⃣ Learn by doing: Grab real datasets (Kaggle, UCI, public APIs)
2️⃣ Build projects: Classification, regression, clustering tasks
3️⃣ Document findings: Share explanations like you’re presenting to stakeholders
4️⃣ Get feedback: Post code & reports on GitHub, Kaggle, or LinkedIn
5️⃣ Fail fast: Debug models, tune hyperparameters, iterate frequently
📌 In your 20s, build practical data intuition — not just theory or certificates.
Stop passive watching.
Start real modeling.
Start storytelling with data.
That’s how data scientists grow fast in the real world! 🚀
💬 Tap ❤️ if this resonates with you!
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Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
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Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
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Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
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Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
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Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
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Unlock LBank New User Benefits
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Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
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Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
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Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
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Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
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Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
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Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
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Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
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Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
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现已上线!2025 年 Telegram 研究 — 年度关键洞察 
