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Python Coding

@clcoding

Nov 8

BUYING A LAPTOP FOR CODING IN 2026?

Stop scrolling. Don’t waste your money on the wrong specs.

Before you hit Buy Now, check this 🧵👇

CPU (Processor)

This is the brain.

Go for something that won’t age in a year.

Recommended:
• Intel i7 (12th gen or newer) amzn.to/3Luy5bV
• Ryzen 7 (6000 series or newer) amzn.to/47tVvH0
• Apple M3/M4 chip if going macOS amzn.to/3WKzg9C

RAM (Memory)

Coding = Browser + IDE + Terminal + Docs + Git + maybe Docker.

All open. All running.

• Minimum: 16GB
• Ideal: 32GB if you plan ML/AI or heavy multitaskingamzn.to/483H0K7

Read 10 tweets

Python Coding

@clcoding

Nov 3

12 Python Code Patterns That Make Your Scripts More Readable

1. Meaningful Variable Names
Use descriptive names (user_age instead of x) so the purpose of a variable is obvious. Good names reduce comments and make code self-documenting.

2. List Comprehensions
Replace simple for loops that build lists with a single readable expression: [x**2 for x in range(5)]. They’re concise and expressive for transformation/filtering tasks.

3. Use enumerate
When you need an index and a value, prefer for i, v in enumerate(seq): over manual counters. It’s clearer and avoids off-by-one mistakes.

4. Use zip
Pair parallel sequences cleanly with for a, b in zip(list1, list2):. zip keeps related data together and makes loops easier to read.

Read 7 tweets

Python Coding

@clcoding

Nov 1

Want to master Python step by step?

Here’s your 11-Month Python Roadmap — from basics to building real-world projects.

Follow this plan, stay consistent, and you’ll be job-ready by the end! 🐍💻

1/12 — Ready to level up? Here's a 11-month PYTHON ROADMAP to go from beginner → job-ready. Follow one month at a time, build small projects, and keep shipping. 🐍

2/12 — MONTH 1 — Python Basics 🐍
Learn syntax, variables, data types, conditionals, loops, functions. Practice: build a CLI calculator + small quizzes.

3/12 — MONTH 2 — Data Structures & Algorithms
Master lists, tuples, sets, dicts, stacks, queues, recursion, sorting, searching. Practice: implement common sorts and solve 15–30 LeetCode-style problems.

4/12 — MONTH 3 — Object-Oriented Programming (OOP) 🐍
Classes, objects, inheritance, polymorphism, composition. Practice: model a library system or a simple RPG with classes.

5/12 — MONTH 4 — File Handling & Exceptions 📁
Read/write files, CSV/JSON, exception handling, context managers. Practice: build a CSV contact manager that loads/saves contacts.

6/12 — MONTH 5 — Working with Libraries & Modules
Importing, virtual environments, pip, popular stdlib modules. Start using requests, datetime, pathlib. Practice: script that fetches and logs data from an API.

Read 5 tweets

Python Coding

@clcoding

Oct 29

8 Ways to Make Your Python Loops Run Faster

Loops can slow down your Python code if not optimized properly.
Here are 8 simple tricks to boost your loop performance 🧵👇

1️⃣ Use List Comprehensions

They’re faster than traditional loops because they’re optimized in C.

2️⃣ Use map() Instead of Loops

map() applies a function to every item efficiently.

3️⃣ Avoid Repeated Function Calls Inside Loops

Instead of calling functions repeatedly, cache them first.

4️⃣ Use enumerate() Instead of range(len())

It’s more Pythonic and faster.

Read 5 tweets

Python Coding

@clcoding

Oct 4

Top 3 laptops for Developers in 2025

Lenovo V-Series V15 Business Laptop, 15.6" FHD Display, AMD Ryzen 7 7730U, 40GB RAM, 1TB SSD, Numeric Keypad, HDMI, RJ45, Webcam, Wi-Fi, Windows 11 Pro, Black amzn.to/479KzOo

Dell Inspiron Touchscreen Laptop, 15.6" Business & Student Laptop Computer, Windows 11 Pro Laptop 32GB RAM 1TB SSD, Intel i5-1155G7 Processor, Full HD IPS Display, Numeric Keypad, HDMI, Carbon Black
amzn.to/4pL4zOK

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Python Coding

@clcoding

Sep 2

🧵 Meet Fellou — The world’s first spatial agentic browser That Doesn’t Just Search, It Acts.

Here’s how Fellou transforms everyday tasks into automated workflows 👇

1. Fellou CE automatically generates research reports and sends them to the team

No more late nights compiling docs. Fellou CE researches, summarizes, and delivers reports straight to your team—on autopilot.

👉 Comet or Genspark charge ~$20/month for similar features. Fellou CE’s Deep Search + Visual Reports = Free.

Try now: tinyurl.com/4d8zxt8n

2. Generate a data analysis clustering platform

Turn messy raw data into clear, structured clusters and visual insights—without writing a single line of code. Fellou does the heavy lifting.