Neural Network Course
This course teaches building, training, and deploying accurate tabular classification models using neural networks with real user-level data, covering data ingestion, feature engineering, splitting, tuning, evaluation, interpretation, calibration, and production-readiness.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This Neural Network Course shows you how to build, train, and deploy accurate tabular classification models using real user-level data. You will learn data ingestion, feature engineering for mixed categorical and numeric inputs, robust splitting strategies, hyperparameter tuning, and practical optimisation. The course also covers evaluation, interpretation, calibration, and production-readiness so you can ship reliable, high-impact models fast.
Elevify advantages
Develop skills
- Design tabular neural nets: build MLPs, embeddings, and calibrated outputs fast.
- Tune training like a pro: optimise hyperparameters, schedulers, and batch sizes.
- Engineer powerful features: encode mixed data, scale numerics, and craft signals.
- Build robust ML pipelines: split data correctly, handle imbalance, and log runs.
- Ship production models: interpret metrics, explain predictions, and plan A/B tests.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
Your lessons are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...

Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.

Mariana FerresPhotography Student
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The platform is fast, simple to use. The diversity of content and complementary videos help a lot with learning.

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