PyData Careers – Telegram
PyData Careers
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Python Data Science jobs, interview tips, and career insights for aspiring professionals.

Admin: @HusseinSheikho || @Hussein_Sheikho
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🌞 Python Weather Forecasting with OpenWeatherMap 👉

Get ready to explore the world of Python weather forecasting with OpenWeatherMap! 🌪️
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This project builds upon the success of Xweather Live, a public demo of our weather APIs and mapping stack. 🚀
By leveraging OpenWeatherMap's API, we've created an interactive visualizer that allows developers to explore and validate our weather data and visualization tools.
Key features:
• Real-time global weather maps rendered with WebGL
• Explore and validate our weather forecasting models
• Learn from expert advice on building robust APIs and data visualizations

Keep exploring!💻
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📚 "Python Project Setup: A Quick Guide"


In this article, you'll learn how to create and set up a new Django project. Follow along with our quiz to reinforce your understanding of creating a virtual environment, installing Django, and setting up dependencies. You'll also see how isolating dependencies helps others reproduce the setup.

Read more about creating a Django project: How to Set Up a Django Project
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"🚀 OOP 101: Understanding Object-Oriented Programming in Python 📚
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• Definition: Object-oriented programming (OOP) is a programming paradigm that revolves around the concept of objects and classes.
• Key concepts: Classes, inheritance, polymorphism, encapsulation, and abstraction. These are essential components of OOP and will help you write maintainable code in Python.

• Benefits: Improved code readability, reusability, and scalability. By understanding OOP, you'll be able to create more efficient and effective software solutions.

• Practical application: Learn how to define custom types using classes, instantiate objects, and use inheritance to achieve common programming tasks.

Summary:
Learn the basics of object-oriented programming in Python and elevate your skills to write maintainable code. Understand key concepts like classes, inheritance, polymorphism, encapsulation, and abstraction for a deeper understanding of OOP.
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🤔 Did you know? You can use Python's <code>deque</code> for efficient appends and pops at both ends of a sequence-like data type. This is especially useful when implementing queue and stack data structures that operate efficiently under heavy workloads. 💪
# 📊 Speed Up Your Python App with DiskCache

A cloud SSD is sitting idle, waiting for its purpose. Today, we're putting it to work with DiskCache, a simple cache built on SQLite that can speed up your Python app without spinning up Redis or extra services.

### What is DiskCache?

DiskCache is a lightweight, practical cache that stores frequently accessed data in memory. It's built on top of SQLite and doesn't require any additional setup or dependencies.

### Benefits

🚀 Faster application response times: By storing frequently accessed data in memory, your Python app can respond faster to user input.
⏱️ Improved scalability: DiskCache can handle increased load without performance drops due to disk I/O.
💻 Reduced database queries: Your Python app won't need to query the database as often, freeing up resources and reducing latency.

### Example Use Case

import sqlite3
from diskcache importDiskCache

# Create a connection to our SQLite database
conn = sqlite3.connect('example.db')

# Create a cache instance
cache = DiskCache(dbname='example', debug=False)

# Initialize the cache with some data
data = {'key': 'value'}

# Access the cached data without querying the database
print(cache.get(data['key']))


### Get Started

Start using DiskCache in your Python applications to boost performance and reduce latency. Check out the official documentation for more information: <https://grantjenks.com/docs/diskcache/?featuredon=talkpython>
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Entry to our VIP channel is completely free today. Tomorrow it will cost $500! 🔥

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