Neural Networks Course
What will I learn?
Unlock the potential of neural networks with our comprehensive course, specifically designed for tech professionals. Get stuck into model evaluation, sort out overfitting, and become a dab hand at accuracy metrics. Get over implementation hurdles, optimise performance, and have a go at data preparation techniques. Get some hands-on experience with PyTorch and TensorFlow, and design effective architectures. Learn how to document and report your findings, making sure everything's clear and spot on. Up your skills and drive innovation in the tech industry today.
Apoia's Advantages
Develop skills
Strengthen the development of the practical skills listed below
Master model evaluation: Analyse accuracy, precision, recall, and F1 score.
Tackle implementation challenges: Debug and optimise neural networks effectively.
Excel in data preparation: Engineer features and preprocess datasets efficiently.
Harness programming libraries: Utilise PyTorch and TensorFlow for model training.
Design neural architectures: Choose optimal structures and apply activation functions.
Suggested summary
Workload: between 4 and 360 hours
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
Examples of chapters you can add
You will be able to generate more chapters like the examples below
This is a free course, focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.