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 66 668 名订阅者,在 教育 类别中位列第 2 475,并在 马来西亚 地区排名第 435 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 66 668 名订阅者。
根据 18 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 676,过去 24 小时变化为 20,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 1.12%。内容发布后 24 小时内通常能获得 1.51% 的反应,占订阅者总量。
- 帖子覆盖: 每篇帖子平均可获得 750 次浏览,首日通常累积 1 007 次浏览。
- 互动与反馈: 受众积极参与,单帖平均反应数为 5。
- 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 19 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。
66 668
订阅者
+2024 小时
+1517 天
+67630 天
帖子存档
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Normalization vs Standardization: Why They’re Not the Same
People treat these two as interchangeable. they’re not.
👉 Normalization (Min-Max scaling):
Compresses values to 0–1.
Useful when magnitude matters (pixel values, distances).
👉 Standardization (Z-score):
Centers data around mean=0, std=1.
Useful when distribution shape matters (linear/logistic regression, PCA).
🔑 Key idea:
Normalization preserves relative proportions.
Standardization preserves statistical structure.
Pick the wrong one, and your model’s geometry becomes distorted.
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𝐖𝐡𝐚𝐭 𝐆𝐨𝐨𝐠𝐥𝐞 𝐣𝐮𝐬𝐭 𝐮𝐧𝐥𝐨𝐜𝐤𝐞𝐝 𝐟𝐨𝐫 𝐭𝐡𝐞 𝐰𝐨𝐫𝐥𝐝:
A complete beginner-friendly pathway to understand Generative AI, LLMs, prompt design, and responsible AI.
If you’ve been wanting to break into AI or strengthen your fundamentals, start here 👇
𝐁𝐞𝐠𝐢𝐧𝐧𝐞𝐫-𝐅𝐫𝐢𝐞𝐧𝐝𝐥𝐲 𝐂𝐨𝐮𝐫𝐬𝐞𝐬:
1️⃣ Introduction to Generative AI
https://lnkd.in/gGDuMktB
2️⃣ Introduction to Large Language Models (LLMs)
https://lnkd.in/gKs4M7pa
3️⃣ Introduction to Responsible AI
https://lnkd.in/gShBAaUk
4️⃣ Prompt Design in Vertex AI
https://lnkd.in/gyy56tAs
5️⃣ Responsible AI: Applying AI Principles with Google Cloud
https://lnkd.in/gHxTvXQB
𝐌𝐲 𝐭𝐚𝐤𝐞 𝐚𝐬 𝐚𝐧 𝐀𝐈 𝐥𝐞𝐚𝐝𝐞𝐫:
The AI wave isn’t coming, it’s already here.
What counted as “advanced knowledge” two years ago is basic literacy today.
* If you’re a student, this is a head start.
* If you’re a professional, this is upskilling gold.
* If you’re a leader, this is a blueprint for future-ready teams.
The people who win in AI aren’t the ones who know the most,
they’re the ones who start early.
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SQL Interview Questions! 🔥🚀
Basic SQL Interview Questions:
- What is SQL?
- What are the different types of SQL commands?
- What is the difference between DDL, DML, DCL, and TCL?
- What is the difference between SQL and MySQL?
- What is a primary key?
- What is a foreign key?
- What is a unique key?
- What is the difference between primary key and unique key?
- What is the difference between HAVING and WHERE?
- What are constraints in SQL? Name a few.
- What is the difference between CHAR and VARCHAR?
- What is Normalization? What are its types?
- What is Denormalization?
- What is an index in SQL?
- What are the different types of indexes?
- What is the difference between Clustered and Non-clustered indexes?
- What is an alias in SQL?
- What is the difference between DELETE and TRUNCATE?
- What is the difference between TRUNCATE and DROP?
- What is a view in SQL?
-------------------------------------
Intermediate SQL Interview Questions:
What is a self-join?
What is an inner join?
What is the difference between INNER JOIN and OUTER JOIN?
What are the types of OUTER JOIN?
What is a cross join?
What is a Cartesian join?
What is the difference between UNION and UNION ALL?
What is the difference between JOIN and UNION?
What is a stored procedure?
What is a trigger in SQL?
What are the different types of triggers?
What is the difference between HAVING and GROUP BY?
What are subqueries?
What are correlated subqueries?
What is an EXISTS clause in SQL?
What is the difference between EXISTS and IN?
What is a cursor in SQL?
What is the difference between OLTP and OLAP?
What are ACID properties in SQL?
What is normalization? Explain 1NF, 2NF, 3NF, and BCNF.
What is a composite key?
What is a surrogate key?
What is the use of the COALESCE function?
What is the difference between IS
NULL and IS NOT NULL?
What is partitioning in SQL?
-------------------------------------
Advanced SQL Interview Questions:
What are window functions in SQL?
What is CTE (Common Table Expression)?
What is the difference between TEMP TABLE and CTE?
What is the difference between RANK(), DENSE_RANK(), and ROW_NUMBER()?
What is a materialized view?
What is the difference between materialized views and normal views?
What is sharding in SQL?
What is the MERGE statement?
What is the JSON data type in SQL?
What is recursive CTE?
What is the difference between LEFT JOIN and LEFT OUTER JOIN?
How does indexing impact performance?
What is the difference between OLAP and OLTP?
What is ETL (Extract, Transform, Load)?
What are window functions? Explain LEAD, LAG, and NTILE.
What is a pivot table in SQL?
What is Dynamic SQL?
What is a NoSQL database? How is it different from SQL databases?
What is the difference between SQL and PL/SQL?
How to find the N-th highest salary in SQL?
-------------------------------------
Practical SQL Queries:
Find the second highest salary from an Employee table.
Find duplicate records in a table.
Write a SQL query to find the count of employees in each department.
Write a query to find employees who earn more than their managers.
Write a query to fetch the first three characters of a string.
Write a SQL query to swap two columns in a table without using a temporary table.
Write a query to find all employees who joined in the last 6 months.
Write a query to find the most repeated values in a column.
Write a query to delete duplicate rows from a table.
Write a SQL query to find all customers who made more than 5 purchases.
React ♥️ for more content like this 👍
Here you can find essential SQL Interview Resources👇
https://whatsapp.com/channel/0029VanC5rODzgT6TiTGoa1v
Like this post if you need more 👍❤️
Hope it helps :)
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See the Truth Behind Every Crypto Transfer — Instantly. 🔍
Your wallet tells a story. Are you hearing it clearly?
Secure Your Transfer reveals hidden risks, suspicious flows, and AML red flags within seconds — giving you full visibility and control over your crypto ecosystem.
No blind spots. No uncertainty. Just clarity and confidence.
Sponsored By WaybienAds
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