Neural Networks Course
What will I learn?
Unlock the power of neural networks with our detailed course, designed especially for tech professionals in The Gambia. You'll learn how to check how good your models are, deal with problems like overfitting, and understand important measures like accuracy. We'll help you solve problems when you're building these networks, make them work better, and teach you how to get your data ready. You'll get practical experience with PyTorch and TensorFlow, and learn how to design good network structures. You'll also learn how to write reports about what you find, making sure everything is clear and easy to understand. Improve your skills and help bring new ideas to the Gambian tech scene.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Master model evaluation: Learn to check how well your models are working using accuracy, precision, recall, and F1 score.
Tackle implementation challenges: Find and fix problems when building neural networks and make them run smoothly.
Excel in data preparation: Learn how to prepare your data properly, choosing the right features and cleaning it up well.
Harness programming libraries: Use PyTorch and TensorFlow to train your models.
Design neural architectures: Choose the best structures for your networks and use the right 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.