Advanced Machine Learning Course
What will I learn?
Take your Business Intelligence skills to the next level with our Advanced Machine Learning Course. Delve into data exploration techniques, become a pro at predictive analysis, and learn to interpret model predictions effectively. Gain expertise in time series forecasting with ARIMA, Prophet, and LSTM models. Enhance your proficiency in model training, evaluation, and hyperparameter tuning. This course offers practical, high-quality content designed to empower you with the tools needed for impactful, data-driven decision-making.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master data exploration: Uncover insights with EDA and visualisation tools.
Predictive analysis skills: Interpret and report model predictions effectively.
Time series expertise: Learn ARIMA, Prophet, and LSTM models for forecasting.
Model evaluation techniques: Apply cross-validation and performance metrics.
Hyperparameter tuning: Optimise models with grid search and Bayesian methods.
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.