evaluation and benchmarking
Get access to start this course →13 lessons
1Lesson — Introduction to Evaluation and Benchmarking in AI/MLGet access to unlock
2Lesson — Understanding Evaluation Metrics and Their ApplicationsGet access to unlock
3Lesson — The Role of Benchmark Datasets in Model ComparisonGet access to unlock
4Quiz — Checkpoint 1Get access to unlock
5Lesson — Cross-Validation Techniques for Reliable Model AssessmentGet access to unlock
6Lesson — Identifying and Mitigating Overfitting in ModelsGet access to unlock
7Lesson — Building and Using Baseline Models for EvaluationGet access to unlock
8Quiz — Checkpoint 2Get access to unlock
9Lesson — Hyperparameter Tuning for Optimal Model PerformanceGet access to unlock
10Lesson — Ensuring Reproducibility in AI/ML ResearchGet access to unlock
11Lesson — Advanced Benchmarking Techniques and ToolsGet access to unlock
12Quiz — Checkpoint 3Get access to unlock
13Lesson — Capstone Project: Designing a Comprehensive Evaluation and Benchmarking StrategyGet access to unlock