Train Like a Pro: Mastering ML Model Training & Evaluation

Name: Train Like a Pro: Mastering ML Model Training & Evaluation
Start: 2025-04-16T13:00:00+05:30
End: 2025-04-16T14:00:00+05:30
Location: Amity University Mumbai

Amity University Mumbai, Bhatan panvel, Mumbai, 410206

GDG on Campus Amity University - Mumbai, India

Building a machine learning model is just the beginning. The real magic lies in how you train it—and more importantly—how you evaluate its performance. This session dives deep into best practices, key metrics, and tools for training robust models and making sure they truly perform in the real world.

Apr 16, 7:30 – 8:30 AM (UTC)

11 RSVP'd

Key Themes

AIMachine Learning

About this event

In the ever-evolving world of machine learning, creating a model is only half the story. This session aims to demystify the entire journey from data preprocessing to model optimization. We'll explore:
✔️ How to prepare your data for effective training
✔️ Common pitfalls in training machine learning models
✔️ Techniques like cross-validation, regularization, and hyperparameter tuning
✔️ Metrics for evaluating classification and regression models
✔️ Real-world considerations: overfitting, data leakage, and performance monitoring
Whether you're a beginner looking to solidify your foundations or an intermediate ML practitioner wanting to improve your model pipeline, this session will equip you with practical knowledge and strategies to take your models to the next level