training vs inference
Get access to start this course →13 lessons
1Lesson — Introduction to Machine Learning: Training vs InferenceGet access to unlock
2Lesson — Understanding Model Parameters and Their RoleGet access to unlock
3Lesson — Exploring Computational Complexity in Training and InferenceGet access to unlock
4Quiz — Checkpoint 1Get access to unlock
5Lesson — The Impact of Overfitting on Model PerformanceGet access to unlock
6Lesson — Generalization: Ensuring Models Work on Unseen DataGet access to unlock
7Lesson — Batch Processing and Its Importance in TrainingGet access to unlock
8Quiz — Checkpoint 2Get access to unlock
9Lesson — Real-World Applications: Training and Inference in PracticeGet access to unlock
10Lesson — Optimizing Inference for Speed and AccuracyGet access to unlock
11Lesson — Advanced Techniques: Fine-Tuning and Retraining ModelsGet access to unlock
12Quiz — Checkpoint 3Get access to unlock
13Lesson — Capstone Project: Designing a Model from Training to InferenceGet access to unlock