ML Course
What will I learn?
Improve your Business Intelligence skills through our ML Course, designed to equip you with the latest machine learning techniques. Delve into model optimisation strategies, explore hyperparameter tuning, and utilise automated tools for better results. Become proficient in data collection, preprocessing, and feature engineering to improve time series analysis. Understand sales patterns and provide strategic business advice. Learn to assess models using cross-validation and performance metrics, and investigate forecasting algorithms such as Prophet, LSTM, and ARIMA.
Apoia's Unique Features
Develop skills
Enhance your practical skills as listed below
Become proficient in hyperparameter tuning for best model results.
Draw practical conclusions from model predictions.
Get and manage a variety of data sources efficiently.
Design features for reliable time series analysis.
Use advanced ML algorithms for precise forecasting.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can adjust the chapters and workload.
- Choose your starting chapter
- Add or remove chapters
- Alter the total course workload
Examples of chapters you can include
You'll be able to generate additional chapters similar to 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 provides practical and relevant knowledge for your career.