CNN course
4.5/5
Gain complete expertise in CNNs: prepare and enhance image datasets, create solid baseline models, use transfer learning, identify and fix errors, and ready efficient models for production in real-world computer vision applications, ensuring reliability and performance in tech settings.
4.5 in the evaluation
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This focused CNN course guides you in creating dependable image models from data preparation to deployment. You'll cover data checking, strong preprocessing and augmentation, basic CNN building, parameter tuning, and thorough testing. Next, boost results using transfer learning, optimisation methods, error checking, explanation tools, and detailed reports for repeatable, deployable outcomes.
Elevify advantages
Develop skills
- Build strong CNN data pipelines with clever resizing, augmentation, and caching.
- Design and train effective baseline CNNs using optimised parameters, metrics, and save points.
- Implement transfer learning with ResNet or EfficientNet for quick performance gains.
- Analyse CNN issues using Grad-CAM, confusion matrices, and precise corrections.
- Set up models for deployment with drift checks, ONNX/TensorRT export, and full reports.
Suggested summary
Before starting, you can change the chapters and the 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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