Deep Learning With Python Course
What will I learn?
Unlock the power of deep learning with our Python course, specifically designed for Business Intelligence professionals in Ireland. Delve into model training and evaluation, mastering key performance metrics such as MAE and RMSE. Bolster your skills with model optimisation techniques, including cross-validation and hyperparameter tuning. Explore data with advanced exploration and pre-processing methods. Build robust models using TensorFlow and PyTorch, and document your findings clearly and concisely. Elevate your BI expertise with practical, high-quality learning relevant to the Irish context.
Apoia's Advantages
Develop skills
Strengthen the development of the practical skills listed below
Master model evaluation: Learn MAE, RMSE, and data splitting techniques as applied in Irish business contexts.
Optimise models: Explore cross-validation and hyperparameter tuning, focusing on datasets common in Ireland.
Develop deep learning models: Use TensorFlow and PyTorch effectively, with a focus on Irish data types.
Enhance data exploration: Identify anomalies and understand data structures within typical Irish datasets.
Document effectively: Write clear reports and share insights efficiently, tailored for an Irish business audience.
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.