Enterprise Machine Learning

Level 1: Quick Reference

Core Capabilities

• Deep Learning: TensorFlow 2.20.0, PyTorch 2.9.0, JAX 0.4.33
• Classical ML: Scikit-learn 1.7.2, XGBoost 2.0.3, LightGBM 4.4.0
• AutoML: H2O AutoML 3.44.0, AutoGluon 1.0.0, TPOT 0.12.2
• MLOps: MLflow 2.9.0, Kubeflow 1.8.0, DVC 3.48.0
• Deployment: ONNX 1.16.0, TensorFlow Serving, TorchServe, Seldon Core

Quick Setup Examples

# TensorFlow 2.20.0 with modern Keras API
import tensorflow as tf
from tensorflow import keras