🔥 Free IT & Dev Study Kits – 2026 Prep & Double 11 Giveaway

Prepping for cloud, dev, or AI roles this year? These free kits cover the gaps most people skip — cert basics, hands-on labs, and mock exams.
📘 Cert E-Book — Cisco & AWS fundamentals, ideal for first-time cert takers
→ https://tinyurl.com/ynutkhec
🪜 Online Free Course — a structured path that works great as a refresher before exams
→ https://tinyurl.com/4kvuk4m6
☁️ Free AI Materials — from LLM basics to fine-tuning practice notebooks
→ https://tinyurl.com/2z46z8f4
📊 Cloud Study Guide — cheat-sheet style, handy for interview prep
→ https://tinyurl.com/ymncyj5k
🧠 Free Mock Exam — test yourself before booking the real thing
→ https://tinyurl.com/y7ffwecz

🎁 Double 11 Giveaway — win iPhone Duo & Amazon Gift Cards

📌 Save this or forward it to your dev/study group — good resources are worth sharing. 💪
🌐 Join Community to Draw: https://chat.whatsapp.com/KkbnOUuS55aJdZMtTGrVYL
📲 Personalized help: https://wa.link/xd2

🚀 asyncio.Queue.shutdown() — shutting down handlers without special markers

Starting with Python 3.13, the asyncio.Queue can be closed using shutdown(), without the need to use None or other special values.

import asyncio

async def worker(queue):
    while True:
        try:
            task = await queue.get()
        except asyncio.QueueShutDown:
            break

        print(task)
        queue.task_done()

async def main():
    queue = asyncio.Queue()
    task = asyncio.create_task(worker(queue))

    await queue.put("task-1")
    await queue.put("task-2")

    queue.shutdown()
    await queue.join()
    await task

asyncio.run(main())

After shutdown(), no new items are added, and existing items are processed. When the queue is empty, get() will raise asyncio.QueueShutDown.

For a forced shutdown, there is shutdown(immediate=True), which clears the queue but may disrupt the normal behavior of join().

#Python #Asyncio #Programming #DevTips #Coding #Tech

✨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk

⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A

🚨 SURPRISE ALERT! 🚨

Stop paying full price on Udemy. Seriously. 💸

I built a bot that hunts down 100% FREE Udemy coupons 24/7 — while you sleep, eat, or scroll. 🎯

Here's the magic:

📚 Mini App catalog — every active free coupon in one place
🔔 Auto-push — new courses land straight in your chat
📢 Live channel — never miss a deal

Why it matters?
Most people pay $200+ for courses you can grab for $0 — if you know where to look. Now you have a bot that does the looking for you. ⚡

🎓 Try it now: https://t.me/UdemySybot?start=adsun

Your future self (and your wallet) will thank you. 💜

Extracting named entities (NER) from contract texts using spaCy. 📝

Manually parsing legal documents to find organizations, dates, and amounts is too time-consuming. The spaCy library allows you to automatically find and classify named entities in unstructured text. We will write a Python script that loads a language model and recognizes key entities in a contract excerpt. 🚀

We will install the spaCy library and download a pre-trained language model for working with the Russian language. 🇷🇺

pip install spacy && python3 -m spacy download ru_core_news_sm

The spaCy library and the Russian language model have been successfully loaded into the environment. ✅

We will create a Python script called extract_ner.py that processes the contract text through a language pipeline and prints the identified entities. 🐍

import spacy

nlp = spacy.load("ru_core_news_sm")
text = "OOO 'Vector' undertakes to pay 500,000 rubles by October 15, 2026, in Moscow."
doc = nlp(text)

for ent in doc.ents:
    print(f"{ent.text}

#spacy #python #nlp #dataScience #programming #automation

✨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk

⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A

If you trade cryptocurrencies and are feeling confused about the current market, I strongly recommend you join the group I’ve mentioned

The group shares the following content every day:
✅ One trading signal a day (with a success rate of up to 85%)
✅ Real-time updates on cryptocurrency market trends
✅ Personalised, one-to-one technical trading advice

Whether you’re a beginner or an experienced trader, you’re welcome to join the group to exchange ideas and gain useful insights

Join now；https://t.me/+tF3JZ-Awdr9iZGYx

💻 Into programming, AI or web development?

The tech world moves fast, and there's always something new to explore. Whether you're coding, testing new tools, or keeping up with the latest tech trends, having a reliable internet connection matters.

🌐 That's where DWZVPN comes in.
✔️ 30 days free
✔️ Multiple server locations
✔️ Switch between servers
✔️ Secure and private connections
✔️ Choose which apps use the VPN with Custom App Routing


👉🏼 No commitment. Download and try it:
Free, Secure & Private VPN | DWZVPN

Our channel : https://t.me/dwzvpn
 
🤖 ANDROID
🍎 IOS
💻 WINDOWS
🍔 MAC