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Interesting site with collection of all kind of programming related cheat sheets in one place:
https://overapi.com/
https://overapi.com/
Overapi
OverAPI.com | Collecting all the cheat sheets
OverAPI.com is a site collecting all the cheatsheets,all!
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Hey friends! I'm back from my honeymoon 😊
Ready to get back to our regular posts and learning journeys.
Before we dive in, I’ll post a few questions to make sure this channel helps you grow your skills and land that job or internship you’re aiming for! 💼🚀
Ready to get back to our regular posts and learning journeys.
Before we dive in, I’ll post a few questions to make sure this channel helps you grow your skills and land that job or internship you’re aiming for! 💼🚀
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Programming, data science, ML - free courses by Big Data Specialist pinned «Hey friends! I'm back from my honeymoon 😊 Ready to get back to our regular posts and learning journeys. Before we dive in, I’ll post a few questions to make sure this channel helps you grow your skills and land that job or internship you’re aiming for! 💼🚀»
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🔹 SQL Series: Day 5️⃣ – Database & Table Basics
👋 Hey folks! After a few weeks’ break, we’re back with our Monday SQL series specials.
WE are still at basics, today we'll dive into the core building blocks of any database. Think of this as learning the ABCs before writing epic SQL novels.
---
🏛 What’s a Database?
A “digital filing cabinet” that holds tables of related info (Users, Products, Orders…).
📋 Tables = Supercharged Spreadsheets
Organized into columns (fields) and rows (records), modeling one real-world entity each.
---
* Columns 🔹 Header labels (
* Rows 🔸 Each line is one record (e.g.,
* Cells ⚡️ Intersection of row+column; e.g., Bob’s email is
---
🔹 Column types
They tell the database what kind of data each column holds (numbers, text, dates, etc.). Think of them as choosing the right container—glass for water, plastic for cereal.
-—
📚 Column Types at a Glance
* INT – Whole numbers (IDs, counters)
* VARCHAR(n) – Variable-length text up to *n* characters (names, emails)
* DECIMAL(p,s) – Exact decimals with *p* total digits and *s* after the dot (prices, quantities)
* DATE / DATETIME – Calendar dates or timestamps (order dates, signup times)
🔍 Why? Choosing the right type:
• ✅ Saves space (no storing “300 characters” in a “10-char” field)
• ✅ Speeds up comparisons & calculations
That's it for today, next Monday we talk about primary keys 🔑
Please leave reactions to this post if you find this valuable ❤️
👋 Hey folks! After a few weeks’ break, we’re back with our Monday SQL series specials.
WE are still at basics, today we'll dive into the core building blocks of any database. Think of this as learning the ABCs before writing epic SQL novels.
---
🏛 What’s a Database?
A “digital filing cabinet” that holds tables of related info (Users, Products, Orders…).
📋 Tables = Supercharged Spreadsheets
Organized into columns (fields) and rows (records), modeling one real-world entity each.
---
+----+---------+-----------------------+
| id | name | email |
+----+---------+-----------------------+
| 1 | Alice | [email protected] |
| 2 | Bob | [email protected] |
| 3 | Carol | [email protected] |
+----+---------+-----------------------+
* Columns 🔹 Header labels (
id
, name
, email
) define the type and name of each data slot—like spreadsheet headers.* Rows 🔸 Each line is one record (e.g.,
(2, Bob, [email protected])
), representing a single entity.* Cells ⚡️ Intersection of row+column; e.g., Bob’s email is
[email protected]
.---
🔹 Column types
They tell the database what kind of data each column holds (numbers, text, dates, etc.). Think of them as choosing the right container—glass for water, plastic for cereal.
-—
📚 Column Types at a Glance
* INT – Whole numbers (IDs, counters)
* VARCHAR(n) – Variable-length text up to *n* characters (names, emails)
* DECIMAL(p,s) – Exact decimals with *p* total digits and *s* after the dot (prices, quantities)
* DATE / DATETIME – Calendar dates or timestamps (order dates, signup times)
🔍 Why? Choosing the right type:
• ✅ Saves space (no storing “300 characters” in a “10-char” field)
• ✅ Speeds up comparisons & calculations
That's it for today, next Monday we talk about primary keys 🔑
Please leave reactions to this post if you find this valuable ❤️
❤16🔥4
Full Stack Open 2025
A deep dive into modern JavaScript-based web development: React, Redux, Node.js, GraphQL, TypeScript, CI/CD and containers. Self-paced, project-driven, with optional ECTS credits.
Rating ⭐️ 4.7 / 5 (33 Class Central reviews)
Students 👨🎓 11.1 K
Duration ⏰ Self-paced (~200 hrs total)
Created by 👨🏫 Matti Luukkainen, Kalle Ilves & Jami Kousa (University of Helsinki)
🔗 COURSE LINK: https://fullstackopen.com/en/
A deep dive into modern JavaScript-based web development: React, Redux, Node.js, GraphQL, TypeScript, CI/CD and containers. Self-paced, project-driven, with optional ECTS credits.
Rating ⭐️ 4.7 / 5 (33 Class Central reviews)
Students 👨🎓 11.1 K
Duration ⏰ Self-paced (~200 hrs total)
Created by 👨🏫 Matti Luukkainen, Kalle Ilves & Jami Kousa (University of Helsinki)
🔗 COURSE LINK: https://fullstackopen.com/en/
Fullstackopen
Full stack open
Open online course on JavaScript based modern web development by University of Helsinki and Houston Inc..
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🔹 SQL Series: Day 6️⃣ – Mastering the Primary Key
👋 Hey data adventurers! Today we’re shining the spotlight on the Primary Key - the VIP pass that makes every row unique and lightning-fast to find.
---
🛠 Origins: Why Primary Keys Were Born
* Prevent Duplicate Records: In early systems, it was all too easy to accidentally insert “two Alices” primary keys ensure each record stays one-of-a-kind.
* Enable Fast Access: As datasets grew, scanning millions of rows was impractical. Keys provided a built-in index for instant lookups.
* Support Relationships: To link data across tables reliably (think Orders → Customers), you need a stable, unique anchor.
---
🔑 What Makes a Primary Key Special?
* Unique – No two rows share the same value.
* Not NULL – Every record must have one.
* Indexed – The database auto-builds an index, so
* Integrity Enforcer – Prevents duplicates and anchors foreign-key relationships.
---
📋 1. Only One per Table
A table can have just one primary key.
> Even if it’s made of multiple columns (a composite key), you still pick *one* PK to enforce uniqueness.
---
🧩 2. Composite Primary Keys
When no single column does the job, team up two (or more) columns:
This combo ensures each row is unique only when both values match.
---
🌱 3. Natural vs. Surrogate Keys
Primary key can be natural or surrogate key:
* Natural Key: Real-world data (e.g.,
* Surrogate Key: System-generated (e.g.,
> Tip: Surrogates stay stable; naturals can change (and bite you!).
---
🛡 4. Best Practices
• Stable – Pick values that won’t change.
• Minimal – Keep it short; every byte counts.
• Simple – One-column PKs are easiest; use composites only when needed.
---
🔐 While the Primary Key is our star today, remember there’s a whole key family waiting in the wings: Super Keys, Candidate Keys, Alternate Keys, Composite Keys, Unique Keys, Foreign Keys, Surrogate Keys… we’ll dive into those soon!
👋 Hey data adventurers! Today we’re shining the spotlight on the Primary Key - the VIP pass that makes every row unique and lightning-fast to find.
---
🛠 Origins: Why Primary Keys Were Born
* Prevent Duplicate Records: In early systems, it was all too easy to accidentally insert “two Alices” primary keys ensure each record stays one-of-a-kind.
* Enable Fast Access: As datasets grew, scanning millions of rows was impractical. Keys provided a built-in index for instant lookups.
* Support Relationships: To link data across tables reliably (think Orders → Customers), you need a stable, unique anchor.
---
+----+---------+-----------------------+
| id | name | email |
+----+---------+-----------------------+
| 1 | Alice | [email protected] |
| 2 | Bob | [email protected] |
| 3 | Carol | [email protected] |
+----+---------+-----------------------+
🔑 What Makes a Primary Key Special?
* Unique – No two rows share the same value.
* Not NULL – Every record must have one.
* Indexed – The database auto-builds an index, so
WHERE id = 2
is blazing fast.* Integrity Enforcer – Prevents duplicates and anchors foreign-key relationships.
---
📋 1. Only One per Table
A table can have just one primary key.
> Even if it’s made of multiple columns (a composite key), you still pick *one* PK to enforce uniqueness.
---
🧩 2. Composite Primary Keys
When no single column does the job, team up two (or more) columns:
PRIMARY KEY (order_id, product_id)
This combo ensures each row is unique only when both values match.
---
🌱 3. Natural vs. Surrogate Keys
Primary key can be natural or surrogate key:
* Natural Key: Real-world data (e.g.,
email
).* Surrogate Key: System-generated (e.g.,
AUTO_INCREMENT
or a UUID).> Tip: Surrogates stay stable; naturals can change (and bite you!).
---
🛡 4. Best Practices
• Stable – Pick values that won’t change.
• Minimal – Keep it short; every byte counts.
• Simple – One-column PKs are easiest; use composites only when needed.
---
🔐 While the Primary Key is our star today, remember there’s a whole key family waiting in the wings: Super Keys, Candidate Keys, Alternate Keys, Composite Keys, Unique Keys, Foreign Keys, Surrogate Keys… we’ll dive into those soon!
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Should I share stuff like this in Telegram as well for those who doesn't use Instagram
Anonymous Poll
88%
yes
4%
no
8%
I don't care