Python Courses & Resources
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Master Python with step-by-step courses – from basics to advanced projects and practical applications. Admin: @HusseinSheikho
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Network:📈 Analytical overview of Telegram channel Python Courses & Resources
Channel Python Courses & Resources (@python53) in the English language segment is an active participant. Currently, the community unites 50 360 subscribers, ranking 3 428 in the Education category and 7 180 in the India region.
📊 Audience metrics and dynamics
Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 50 360 subscribers.
According to the latest data from 27 August, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 385 over the last 30 days and by -7 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 2.96%. Within the first 24 hours after publication, content typically collects 1.26% reactions from the total number of subscribers.
- Post reach: On average, each post receives 1 492 views. Within the first day, a publication typically gains 635 views.
- Reactions and interaction: The audience actively supports content: the average number of reactions per post is 2.
- Thematic interests: Content is focused on key topics such as consultation, dentist, insidead, waybienad, appointment.
📝 Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
“Master Python with step-by-step courses – from basics to advanced projects and practical applications.
Admin: @HusseinSheikho”
Thanks to the high frequency of updates (latest data received on 28 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.
50 360
Subscribers
-724 hours
-227 days
+38530 days
Posts Archive
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Complete Python Course: Learn From Beginner To Advanced
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Repost from Machine Learning with Python
Most people learn Python in random order. No wonder they feel stuck.
This roadmap fixes that.
Here are the 5 layers every data professional must master, in order:
𝟭. 𝗖𝗼𝗿𝗲 𝗣𝘆𝘁𝗵𝗼𝗻 (𝗙𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻)
Variables, loops, functions, error handling, collections.
Do not skip this. Everything else breaks without it.
𝟮. 𝗗𝗮𝘁𝗮 𝗛𝗮𝗻𝗱𝗹𝗶𝗻𝗴 & 𝗣𝗿𝗼𝗰𝗲𝘀𝘀𝗶𝗻𝗴
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𝟯. 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗟𝗶𝗯𝗿𝗮𝗿𝗶𝗲𝘀
Matplotlib, Seaborn, EDA, statistical functions, hypothesis testing.
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𝟰. 𝗔𝗱𝘃𝗮𝗻𝗰𝗲𝗱 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 & 𝗠𝗟
Scikit-Learn, clustering, feature engineering, big data tools.
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𝟱. 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 & 𝗕𝗲𝘀𝘁 𝗣𝗿𝗮𝗰𝘁𝗶𝗰𝗲𝘀
Git, virtual environments, unit testing, workflow scheduling.
This is what separates professionals from beginners.
The mistake most people make, they jump straight to ML without nailing the foundation.
You cannot build insights on broken code.
Master the layers. In order. With real data.
Save this roadmap and share it with someone who needs direction.
Where are you on this right now?
♻️ Repost to help someone learning Python the right way
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Repost from Udemy Free Coupons
Master Data Structures with Hands-on Python
Learn arrays, linked lists, stacks, queues, trees, and graphs in Python with real projects and interview prep...
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💎 By: https://t.me/Udemy26
