πŸ“¦ Core Python Packages

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Lyrics

[Verse 1]
When data calls your name, you need the right foundation
NumPy arrays and Pandas frames for transformation
Scikit-learn for models clean, matplotlib for the view
Seaborn makes it beautiful, that's what the masters do

[Chorus]
Pack it up, stack it up, Python's got your back
NumPy, Pandas, Torch and more, everything you lack
Transform, perform, serve it up with style
FastAPI, Docker too, going that extra mile

[Verse 2]
Deep learning takes the stage with PyTorch leading strong
Torchvision for your images, torchaudio for song
Transformers change the game with language understanding
Datasets fuel the fire, accelerate commanding

[Chorus]
Pack it up, stack it up, Python's got your back
NumPy, Pandas, Torch and more, everything you lack
Transform, perform, serve it up with style
FastAPI, Docker too, going that extra mile

[Verse 3]
Build agents with LangChain, let them reason and decide
Llama-index for retrieval, ChromaDB by your side
PEFT makes fine-tuning light, parameters stay lean
RAG brings knowledge fresh, the smartest you've ever seen

[Bridge]
MLflow tracks your runs, Wandb shows the way
Fairlearn keeps it honest, SHAP explains the day
LIME illuminates the black box mystery
Opacus guards privacy in your ML history

[Chorus]
Pack it up, stack it up, Python's got your back
NumPy, Pandas, Torch and more, everything you lack
Transform, perform, serve it up with style
FastAPI, Docker too, going that extra mile

[Outro]
From data prep to serving apps
These packages fill all the gaps
Your AI toolkit's complete and strong
Python packages, sing along

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