Neural Networks Course
What will I learn?
Unlock the power of neural networks with our comprehensive course designed for technology professionals. Delve into model evaluation, address overfitting issues, and become proficient in accuracy metrics. Handle implementation hurdles, optimise performance, and explore data preparation methodologies. Get practical experience with PyTorch and TensorFlow, and design effective architectures. Learn to document and report your findings with clarity and precision. Enhance your skills and drive innovation in the tech industry today.
Apoia's Advantages
Develop skills
Enhance the development of the practical skills mentioned 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 modify 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 provides practical and relevant knowledge for your professional journey.