Advanced Machine Learning Course
What will I learn?
Level up your Business Intelligence skills with our Advanced Machine Learning Course. Go deep into data exploration techniques, become a master at predictive analysis, and learn to understand model predictions properly. Get good at time series forecasting using ARIMA, Prophet, and LSTM models. Improve your skills in model training, evaluation, and hyperparameter tuning. This course provides practical, high-quality content to equip you with the tools needed for making data-driven decisions that really make a difference.
Apoia's Unique Benefits
Build skills
Enhance your practical skills in the areas listed below
Master data exploration: Find insights using EDA and visualization tools.
Predictive analysis skills: Understand and report model predictions properly.
Time series expertise: Learn ARIMA, Prophet, and LSTM models for forecasting.
Model evaluation techniques: Use 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 it offers practical and relevant knowledge for your professional journey.