ML Course
What will I learn?
Enhance your Business Intelligence skills with our ML Course, designed to empower you with cutting-edge machine learning techniques. Delve into model optimisation strategies, explore hyperparameter tuning, and leverage automated tools for superior performance. Master data collection, preprocessing, and feature engineering to improve time series analysis. Gain insights into sales trends and make strategic business recommendations. Learn to evaluate models using cross-validation and performance metrics, and explore forecasting algorithms like Prophet, LSTM, and ARIMA.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master hyperparameter tuning for optimal model performance.
Derive actionable insights from model predictions.
Acquire and manage diverse data sources effectively.
Engineer features for robust time series analysis.
Implement advanced ML algorithms for accurate forecasting.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can adjust 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.