td-simple-impute
Missing value imputation using TD_SimpleImputeFit
td-smoothing
Signal smoothing and noise reduction techniques
Teradata SMOTE Oversampling
Synthetic Minority Oversampling for imbalanced datasets
td-stationarity-test
Statistical tests for time series stationarity (ADF, KPSS, PP tests)
td-svm
Support Vector Machine for linear and non-linear classification
td-tfidf
Term Frequency-Inverse Document Frequency for text analysis
td-train-test-split
Data splitting for model validation using TD_TrainTestSplit
Teradata Univariate Statistics
Comprehensive descriptive statistics for data exploration
td-vector-distance
Vector distance calculations for similarity analysis
Teradata Word Embeddings
Word and document embeddings for text analytics
Teradata XGBoost Analytics
XGBoost gradient boosting for classification and regression
Teradata Z-Test
Z-test for population mean comparison with known variance
control-sessions
Control active sessions by terminating problematic sessions, managing runaway queries, and handling blocking situations
manage-queues
Manage delayed request queues including workload, system, and utility queues to release blocked requests or abort unnecessary items
manage-workloads
**Autonomously create** filters, throttles, and classification rules to implement new workloads or manage workload lifecycle in response to changing operational needs
monitor-queries
Track query execution using real-time resources, analyze query bands, access query logs, and identify performance patterns across the Teradata system
monitor-resources
Monitor AMP processor load, system physical resources, and capacity using real-time resources to track system health and identify performance bottlenecks
monitor-sessions
Monitor active Teradata sessions using real-time resources, view SQL execution details, identify blocking issues, and optionally take control actions
monitor-workloads
Monitor workload definitions, distribution, and TASM statistics using real-time resources to understand classification effectiveness and workload performance
analyze-performance
Analyze system performance using throttle statistics, query logs, and resource metrics to identify bottlenecks and optimization opportunities
optimize-throttles
Analyze throttle behavior, recommend optimal configurations, and autonomously create/modify throttles to balance resource allocation and meet performance SLAs
tune-workloads
Analyze workload classification and **autonomously configure** classification rules, filters, and priorities to improve accuracy and meet business requirements
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