Computer Science Artificial Intelligence Course
Master real-world AI for tabular binary classification. Learn data cleaning, EDA, model selection, tuning, metrics, interpretability, and ethical deployment to build accurate, trustworthy AI systems for modern technology applications.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
The Computer Science Artificial Intelligence Course teaches you how to build reliable tabular binary classification systems from scratch. You will learn data cleaning, preprocessing, feature engineering, and EDA, then move into model selection, training, tuning, and evaluation with real metrics and visualizations. The course also covers dataset sourcing, interpretability, bias auditing, privacy, and safe deployment so your AI solutions are accurate, fair, and production ready.
Elevify advantages
Develop skills
- Build clean ML datasets: handle imbalance, encode features, scale numeric data.
- Run fast EDA: spot leaks, outliers, missing values, and data quality issues.
- Train and tune ML models: baselines, tree ensembles, and smart hyperparameters.
- Evaluate AI systems: binary metrics, ROC/PR curves, thresholds, and SHAP.
- Deploy AI safely: monitor drift, audit bias, and protect user privacy in production.
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
As suas aulas são perfeitas. Adquiri o pacote de um ano e, finalmente, tenho a oportunidade de acompanhar diversos temas do meu interesse sem precisar mudar de plataforma... agradeço por tudo o que fazem, já recomendei vocês a outras pessoas...

Giulio CarloAluno de Marketing Digital
Eu gosto de como as lições são direto ao ponto e como eu consigo alterar capítulos e pular conteúdos que não preciso.

Mariana FerresAluna de Fotografia
Gosto do conteúdo e do modo de apresentação e transcrição de vídeos, o que acelera o processo!

Luciana AlvarengaAluna de Design de Unhas
A plataforma é rápida, simples de usar. A diversidade de conteúdo e os vídeos complementares ajudam muito no aprendizado.

Giulio CarloAluno de Engenharia de Prompt
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