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Part-2

DEV Community·Dolly Sharma·6 months ago
#SW6HXAIR
#jupyter#perfect#tensorflow#oneline#pro
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⚔️ Jupyter Notebook vs Google Colab

🔹 1. Setup & Installation

🖥️ Jupyter Notebook

Needs local installation

You install Python, libraries manually

👉 Interview line:

“Jupyter requires local setup and dependency management.”

☁️ Google Colab

No installation required

Runs in browser

👉 Interview line:

“Colab is pre-configured and ready to use instantly.”

🔹 2. Hardware Support

🖥️ Jupyter

Uses your laptop’s CPU/GPU

Limited by your system

👉

“Performance depends on local machine.”

☁️ Colab

Free GPU/TPU support

👉

“Colab provides cloud-based GPU, which is useful for deep learning.”

🔹 3. Performance

🖥️ Jupyter

Fast for small tasks

Slow for heavy models (if no GPU)

☁️ Colab

Faster for heavy tasks (GPU)

But limited session time

🔹 4. Storage & Saving

🖥️ Jupyter

Files saved locally

Full control

☁️ Colab

Files saved on Google Drive

Needs internet

🔹 5.…

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