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
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Network:📈 Analytical overview of Telegram channel Machine Learning & Artificial Intelligence | Data Science Free Courses
Channel Machine Learning & Artificial Intelligence | Data Science Free Courses (@datasciencefree) in the English language segment is an active participant. Currently, the community unites 67 571 subscribers, ranking 2 422 in the Education category and 428 in the Malaysia region.
📊 Audience metrics and dynamics
Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 67 571 subscribers.
According to the latest data from 31 July, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 661 over the last 30 days and by 11 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 5.21%. Within the first 24 hours after publication, content typically collects 1.18% reactions from the total number of subscribers.
- Post reach: On average, each post receives 3 519 views. Within the first day, a publication typically gains 798 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 sellerflash, waybienad, pricing, buybox, buyer.
📝 Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
“Perfect channel to learn Data Analytics, Data Sciene, Machine Learning & Artificial Intelligence
Admin: @coderfun”
Thanks to the high frequency of updates (latest data received on 01 August, 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.
67 571
Subscribers
+1124 hours
+1397 days
+66130 days
Posts Archive
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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!
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.
Sponsored By WaybienAds
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.
Sponsored By WaybienAds
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.
Sponsored By WaybienAds
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.
Sponsored By WaybienAds
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.
Sponsored By WaybienAds
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.
Sponsored By WaybienAds
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.
Sponsored By WaybienAds
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.
Sponsored By WaybienAds
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.
Sponsored By WaybienAds
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.
Sponsored By WaybienAds
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.
Sponsored By WaybienAds
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.
Sponsored By WaybienAds
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.
Sponsored By WaybienAds
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.
Sponsored By WaybienAds
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.
Sponsored By WaybienAds
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.
Sponsored By WaybienAds
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.
Sponsored By WaybienAds
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.
Sponsored By WaybienAds
