| name | data-ai |
| description | Linux data science and AI/ML environment setup - TensorFlow, PyTorch, CUDA, Jupyter |
| sasmp_version | 1.3.0 |
| bonded_agent | linux-expert |
| bond_type | PRIMARY_BOND |
Data Ai Skill
Overview
Master Linux environment configuration for data science and machine learning workflows.
Capabilities
- GPU Setup: CUDA, cuDNN, NVIDIA drivers
- Python Environments: Conda, virtualenv, pyenv
- ML Frameworks: TensorFlow, PyTorch, JAX
- Data Tools: Jupyter, pandas, numpy
- Containerization: Docker with GPU support
Examples
nvidia-smi
conda create -n ml python=3.11
conda activate ml
pip install torch torchvision