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Forwarded from SQL Resources TP
๐Ÿฑ ๐—ฆ๐—ค๐—Ÿ ๐— ๐˜†๐˜๐—ต๐˜€ ๐——๐—ฒ๐—ฏ๐˜‚๐—ป๐—ธ๐—ฒ๐—ฑ โŒ ๐—ช๐—ต๐—ฎ๐˜ ๐—•๐—ฒ๐—ด๐—ถ๐—ป๐—ป๐—ฒ๐—ฟ๐˜€ ๐—ข๐—ณ๐˜๐—ฒ๐—ป ๐—š๐—ฒ๐˜ ๐—ช๐—ฟ๐—ผ๐—ป๐—ด
SQL is super powerful, but some myths around it can trip up beginners. Letโ€™s clear up five common misunderstandings and set the record straight:

๐— ๐˜†๐˜๐—ต ๐Ÿญ: ๐—ฆ๐—ค๐—Ÿ ๐—ถ๐˜€ ๐—ท๐˜‚๐˜€๐˜ ๐—ณ๐—ผ๐—ฟ ๐—ฝ๐˜‚๐—น๐—น๐—ถ๐—ป๐—ด ๐—ฑ๐—ฎ๐˜๐—ฎ.
โœฆ ๐—ฅ๐—ฒ๐—ฎ๐—น๐—ถ๐˜๐˜†: Nope, itโ€™s not just for that! SQL can also create, modify, and manage databases, control access, and maintain data consistency.
โœฆ ๐—™๐—ถ๐˜… ๐—ถ๐˜: Explore all the features of SQL, like DDL (for database design), DCL (for access control), and TCL (for transactions). It's more than just SELECT!

๐— ๐˜†๐˜๐—ต ๐Ÿฎ: ๐—จ๐˜€๐—ถ๐—ป๐—ด ๐—ฆ๐—˜๐—Ÿ๐—˜๐—–๐—ง * ๐—ถ๐˜€ ๐—ณ๐—ถ๐—ป๐—ฒ.
โœฆ ๐—ฅ๐—ฒ๐—ฎ๐—น๐—ถ๐˜๐˜†: It might be easy, but itโ€™s not efficient. Pulling all columns wastes memory and slows down performance.
โœฆ ๐—™๐—ถ๐˜… ๐—ถ๐˜: Only select the columns you actually need. Itโ€™s faster and cleaner.
Not great - SELECT * FROM employees;
Better - SELECT employee_id, name, department FROM employees;

๐— ๐˜†๐˜๐—ต ๐Ÿฏ: ๐—ฆ๐—ค๐—Ÿ ๐—ฐ๐—ฎ๐—ป'๐˜ ๐—ต๐—ฎ๐—ป๐—ฑ๐—น๐—ฒ ๐—ฐ๐—ผ๐—บ๐—ฝ๐—น๐—ฒ๐˜… ๐—ฎ๐—ป๐—ฎ๐—น๐˜†๐˜€๐—ถ๐˜€.
โœฆ ๐—ฅ๐—ฒ๐—ฎ๐—น๐—ถ๐˜๐˜†: SQL can do way more than basic queries! With concepts like window functions and CTEs, you can handle really complex data analysis.
โœฆ ๐—™๐—ถ๐˜… ๐—ถ๐˜: Learn advanced SQL features like window functions (ROW_NUMBER(), RANK()) and CTEs to up your game.
Example - Ranking employees by salary within their department
WITH ranked_salaries AS (SELECT employee_id, salary, department,
ROW_NUMBER() OVER (PARTITION BY department ORDER BY salary DESC) AS rank FROM employees)
SELECT * FROM ranked_salaries WHERE rank = 1;

๐— ๐˜†๐˜๐—ต ๐Ÿฐ: ๐—ฆ๐—น๐—ผ๐˜„ ๐—พ๐˜‚๐—ฒ๐—ฟ๐—ถ๐—ฒ๐˜€ ๐—ฎ๐—ฟ๐—ฒ ๐—ฎ๐—น๐˜„๐—ฎ๐˜†๐˜€ ๐˜๐—ต๐—ฒ ๐—ฑ๐—ฎ๐˜๐—ฎ๐—ฏ๐—ฎ๐˜€๐—ฒโ€™๐˜€ ๐—ณ๐—ฎ๐˜‚๐—น๐˜.
โœฆ ๐—ฅ๐—ฒ๐—ฎ๐—น๐—ถ๐˜๐˜†: Itโ€™s usually inefficient queries causing the slowdown. Things like missing indexes or unoptimized code can be the culprit.
โœฆ ๐—™๐—ถ๐˜… ๐—ถ๐˜: Use indexes properly, avoid complex calculations in WHERE clauses, and check your query execution plan to spot bottlenecks.

๐— ๐˜†๐˜๐—ต ๐Ÿฑ: ๐—ฆ๐—ค๐—Ÿ ๐—ถ๐˜€ ๐—ผ๐˜‚๐˜๐—ฑ๐—ฎ๐˜๐—ฒ๐—ฑ ๐—ฎ๐—ป๐—ฑ ๐˜„๐—ถ๐—น๐—น ๐—ฏ๐—ฒ ๐—ฟ๐—ฒ๐—ฝ๐—น๐—ฎ๐—ฐ๐—ฒ๐—ฑ ๐˜€๐—ผ๐—ผ๐—ป.
โœฆ ๐—ฅ๐—ฒ๐—ฎ๐—น๐—ถ๐˜๐˜†: SQL is here to stay! Despite the rise of NoSQL, SQL remains the backbone for structured data.
โœฆ ๐—™๐—ถ๐˜… ๐—ถ๐˜: Stay current and explore how SQL integrates with big data platforms and cloud databases. Itโ€™s more relevant than ever.

Donโ€™t let these myths hold you back. SQL is powerful, and when you understand it fully, you can do amazing things with your data.

SQL Relational Database Free Course Here: https://tinyurl.com/42nau8jx

Learn & Practice SQL (https://bit.ly/4kNb15x)

SQL Topics for Data Analysts (https://t.me/sqlresourcestp/83)

SQL Udacity Course (https://udacity.com/course/sql-for-data-analysis--ud198)

Download SQL Cheatsheet (https://t.me/sqlresourcestp/4)

Also try to apply what you learn through hands-on projects or challenges.

ENJOY LEARNING ๐Ÿ‘๐Ÿ‘

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Hope it helps :)
What are public and private keys?

Your blockchain wallet has a โ€œprivate keyโ€ and a โ€œpublic key.โ€

You shouldnโ€™t show or reveal the private key to anyone because it gives access to your coins.

The public key, however, can be shown to anyone.

Moreover, your public key is your walletโ€™s address, where coins are sent to you.

In simple terms:

The private key is the key that gives you access to your coins; the public key is the code used to receive cryptocurrency at your address.What are public and private keys?

Your blockchain wallet has a โ€œprivate keyโ€ and a โ€œpublic key.โ€

You shouldnโ€™t show or reveal the private key to anyone because it gives access to your coins.

The public key, however, can be shown to anyone.

Moreover, your public key is your walletโ€™s address, where coins are sent to you.

In simple terms:

The private key is the key that gives you access to your coins; the public key is the code used to receive cryptocurrency at your address.

Funding in Crypto Trading: https://t.me/techpsyche/766

Choosing the right Exchange: https://t.me/techpsyche/774

Types of stablecoins: https://t.me/techpsyche/789

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#crypto #web3 #blockchain #finance #stocks
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Top 10 Programming Languages to learn in 2025 (With Free Resources to learn) :-

1. Python
- learnpython.org
- t.me/pythonresourcestp

2. Java
- learnjavaonline.org
- t.me/javaresourcestp

3. C#
- learncs.org
- w3schools.com

4. JavaScript
- learnjavascript.online
- t.me/javascriptresourcestp

5. Rust
- rust-lang.org
- exercism.org

6. Go Programming
- go.dev
- learn-golang.org

7. Kotlin
- kotlinlang.org
- w3schools.com/KOTLIN

8. TypeScript
- Typescriptlang.org
- learntypescript.dev

9. SQL
- datasimplifier.com
- t.me/sqlresourcestp

10. R Programming
- w3schools.com/r/
- r-coder.com

ENJOY LEARNING ๐Ÿ‘๐Ÿ‘

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If you want to Excel as a Data Analyst, master these powerful skills:

* SQL Queries โ€“ SELECT, JOINs, GROUP BY, CTEs, Window Functions
* Excel Functions โ€“ VLOOKUP, XLOOKUP, PIVOT TABLES, POWER QUERY
* Data Cleaning โ€“ Handle missing values, duplicates, and inconsistencies
* Python for Data Analysis โ€“ Pandas, NumPy, Matplotlib, Seaborn
* Data Visualization โ€“ Create dashboards in Power BI/Tableau
* Statistical Analysis โ€“ Hypothesis testing, correlation, regression
* ETL Process โ€“ Extract, Transform, Load data efficiently
* Business Acumen โ€“ Understand industry-specific KPIs
* A/B Testing โ€“ Data-driven decision-making
* Storytelling with Data โ€“ Present insights effectively

Like for more! ๐Ÿ‘โค๏ธ
๐Ÿ‘2
๐—ง๐—–๐—ฆ ๐—ถ๐˜€ ๐—ข๐—ณ๐—ณ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด ๐—ฎ ๐—™๐—ฟ๐—ฒ๐—ฒ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฒ๐—ฑ ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ ๐—ถ๐—ป ๐— ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ ๐——๐—ฎ๐˜๐—ฎ ๐— ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜

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Remote Software Engineer (Frontend, Backend, or Full stack) Job at Subscript

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"DeepSeek-V3 Takes the Lead! ๐Ÿš€๐Ÿ“Š"
AI benchmark showdown! DeepSeek-V3 dominates across multiple categories, hitting 90.2% on MATH 500 and 51.6% on Codeforces. ๐Ÿ† How do other models compare?

๐Ÿ“Œ Key Highlights:
๐Ÿ”น MMLU-Pro: 75.9% (DeepSeek-V3) vs. 78% (GPT-4o)
๐Ÿ”น AIME 2024: DeepSeek-V3 leads with 39.2%, outperforming Llama and GPT-4o!
๐Ÿ”น SWE-bench: Claude-3.5 slightly edges out at 50.8%, but DeepSeek-V3 remains strong.

๐Ÿ‘‰ Which model impresses you the most? Drop your thoughts below! ๐Ÿ’ฌ

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Why is Cloud so important to learn?

- Azure + Data Factory = Data Pipelines
- Azure + Synapse Analytics = Data Warehousing & Analytics
- Azure + Databricks = Collaborative Analytics
- Azure + Cosmos DB = NoSQL Databases
- Azure + HDInsight = Hadoop & Big Data
- Azure + Blob Storage = Scalable Storage
- Azure + Event Hubs = Streaming Data
- Azure + Stream Analytics = Real-Time Analytics
- Azure + Virtual Network = Network Management
- Azure + Monitor = Cloud Monitoring
- AWS + Glue = ETL and Data Integration
- AWS + Redshift = Data Warehousing
- AWS + EMR = Big Data Processing
- AWS + S3 = Object Storage
- AWS + Kinesis = Real-Time Data Streaming
- AWS + RDS = Managed Databases
- AWS + DynamoDB = NoSQL Databases
- AWS + Data Pipeline = Data Workflow Orchestration
- AWS + IAM = Identity Management
- AWS + CloudWatch = Monitoring and Logging
- GCP + Dataflow = Stream & Batch Processing
- GCP + BigQuery = Data Warehousing
- GCP + Dataproc = Managed Hadoop & Spark
- GCP + Cloud Storage = Object Storage
- GCP + Pub/Sub = Messaging & Event Ingestion
- GCP + Dataprep = Data Preparation
- GCP + Bigtable = NoSQL Databases
- GCP + IAM = Access Management
- GCP + VPC = Virtual Private Cloud
- GCP + Composer = Workflow Orchestration

React โค๏ธ if it helps

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Here is an A-Z list of essential programming concepts:

A - Algorithms
B - Boolean Logic
C - Control Structures
D - Data Structures
E - Encapsulation
F - Functions
G - Generics
H - High-level vs. Low-level Languages
I - Inheritance
J - JSON (JavaScript Object Notation)
K - Key-Value Pair
L - Loops
M - Modularity
N - Null Pointer
O - Object-Oriented Programming
P - Polymorphism
Q - Queue (Data Structure)
R - Recursion
S - Sorting Algorithms
T - Time Complexity
U - Unit Testing
V - Variables
W - Web Development Basics
X - XML (eXtensible Markup Language)
Y - YAML (YAML Ain't Markup Language)
Z - Zero-Based Indexing

These concepts are fundamental to understanding and writing code effectively. They form the building blocks of programming knowledge and are essential for creating robust and efficient software solutions.

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Despite the Trump administration's assertions that it is negotiating new trade agreements with various countries, the uncertainty around tariffs and their potential impact on the US economy has companies on edge.