Artificial Intelligence And Machine Learning Course
What will I learn?
Boost your Business Intelligence know-how with our Artificial Intelligence and Machine Learning Course. Get stuck in to data preparation, learning proper techniques like normalising numerical features and encoding categorical variables. Improve your predictions with linear regression, decision trees, and top-notch methods such as random forests. Learn how to put data pipelines together, keep an eye on models, and make them work better using MAE and RMSE numbers. Become a whizz at showing off your findings and putting together proper reports, all made for practical, high-quality learning.
Apoia's Unique Features
Develop skills
Enhance the growth of the practical skills listed below
Get data integration sorted: Connect and manage data pipelines properly.
Make your model accuracy better: Improve performance with proper evaluation numbers.
Predict properly: Use regression and advanced machine learning models.
Show off insights: Make data look good with visualizations and reports.
Engineer features: Build strong time series features for better predictions.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify the chapters and the workload.
- Select which chapter to commence with
- Add or remove chapters
- Increase or decrease the 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 growth. It does not equate to a technical, undergraduate, or postgraduate qualification, but offers practical and relevant knowledge for your professional journey.