DPRK Calls Cyber Theft Accusations ‘Absurd Slander’ Driven by Reptile Media

DPRK rejected cyber theft allegations and accused the United States of spreading false claims to damage its image and justify hostile policies. North Korea-linked actors have been frequently connected to large-scale crypto hacks, thefts, and laundering operations in recent years. But the isolated nation’s foreign ministry denies involvement in global cyber fraud. DPRK Slams “Reptile…

Read More

How to Build an End-to-End Production Grade Machine Learning Pipeline with ZenML, Including Custom Materializers, Metadata Tracking, and Hyperparameter Optimization

@step(enable_cache=True) def load_data() -> Annotated[DatasetBundle, “raw_dataset”]: data = load_breast_cancer() return DatasetBundle( data.data, data.target, data.feature_names, stats={“source”: “sklearn.datasets.load_breast_cancer”}, ) @step def split_and_scale( bundle: DatasetBundle, test_size: float = 0.2, random_state: int = 42, ) -> Tuple[ Annotated[np.ndarray, “X_train”], Annotated[np.ndarray, “X_test”], Annotated[np.ndarray, “y_train”], Annotated[np.ndarray, “y_test”], ]: X_tr, X_te, y_tr, y_te = train_test_split( bundle.X, bundle.y, test_size=test_size, random_state=random_state, stratify=bundle.y, ) scaler…

Read More