Neural Networks Course
What will I learn?
Unlock the power of neural networks with our in-depth course, geared towards tech professionals here in Namibia. Get stuck into model evaluation, learn how to sort out overfitting, and become a pro with accuracy metrics. Handle those tricky implementation issues, tune up performance, and get your data prepped just right. Get proper hands-on experience with PyTorch and TensorFlow, and design networks that really work. Learn to document your work and write up your results clearly and accurately. Level up your skills and drive innovation in the Namibian tech scene today.
Apoia's Unique Features
Develop skills
Enhance the growth of the practical skills listed below
Become a master at model evaluation: Properly analyse accuracy, precision, recall, and F1 score.
Handle implementation challenges like a boss: Debug and optimise neural networks effectively.
Excel at data preparation: Engineer features and preprocess datasets efficiently.
Harness programming libraries like a pro: Use PyTorch and TensorFlow for model training.
Design neural architectures: Choose the best structures and use activation functions properly.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify the chapters and the workload.
- Select which chapter to commence with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can include
You’ll be able to generate additional chapters similar to the examples below
This is a free course focused on personal and professional growth. It does not equate to a technical, undergraduate, or postgraduate qualification, but offers practical and relevant knowledge for your professional journey.