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22/07/2026

The is providing affordable services

One of the the latest engineer is off the market congratulations πŸŽ‰??
21/07/2026

One of the the latest engineer is off the market congratulations πŸŽ‰??

22/06/2026

❀️πŸ₯‚

22/06/2026

A day to remember
of 2025❀️

16/06/2026

Hi fifth year students it's computer vision today

11/06/2026

The computer vision course have started today at the main computer lab uoj

02/06/2026

Expect something big this mont prepare urself well

If u don't know this place u r missing alotπŸ’§
25/04/2026

If u don't know this place u r missing alotπŸ’§

πŸ€– Artificial Intelligence Research🧠 Convolutional Neural Networks (CNN) πŸ“ŠπŸ”₯Want to dive into AI research? **Convolutional...
31/03/2026

πŸ€– Artificial Intelligence Research
🧠 Convolutional Neural Networks (CNN) πŸ“ŠπŸ”₯

Want to dive into AI research? **Convolutional Neural Networks (CNNs)** are at the heart of modern computer vision πŸš€

πŸ”Ή What is a CNN?
A deep learning model designed to process and analyze visual data like images and videos.

πŸ”Ή Key Components:
🧩 **Convolution Layers** – Extract features (edges, shapes, patterns)
πŸ“‰ **Pooling Layers** – Reduce dimensions & computation
πŸ”— **Fully Connected Layers** – Make final predictions
🎯 **Activation Functions** – Add non-linearity (e.g., ReLU)

πŸ”Ή How it Works:
➑️ Input Image β†’ Feature Extraction β†’ Downsampling β†’ Classification

πŸ”Ή Applications:
πŸ“Έ Image recognition
πŸš— Autonomous vehicles
πŸ₯ Medical image analysis
πŸ›οΈ Product recommendation systems
πŸ” Facial recognition

πŸ’‘ Why CNNs Matter:
βœ”οΈ High accuracy in image tasks
βœ”οΈ Automatic feature extraction
βœ”οΈ Foundation of modern AI vision systems

What is DHCP?DHCP automatically assigns IP addresses to devices in a network β€” no manual work needed.What does DHCP assi...
20/03/2026

What is DHCP?
DHCP automatically assigns IP addresses to devices in a network β€” no manual work needed.

What does DHCP assign?
βœ” IP Address
βœ” Subnet Mask
βœ” Default Gateway
βœ” DNS Server

How does DHCP work (DORA)?
1️⃣ Discover – Device asks for IP
2️⃣ Offer – Server offers an IP
3️⃣ Request – Device selects the IP
4️⃣ Acknowledge – Server confirms lease

Why is DHCP important?
β€’ Prevents IP conflicts
β€’ Saves configuration time
β€’ Essential for WiFi & enterprise networks

What’s the real takeaway?
If you can’t explain DORA clearly, you don’t fully understand DHCP.

Challenge yourself:
What happens if the DHCP server fails?

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