AI ML Course
What will I learn?
Unlock the power of AI and machine learning for business intelligence with our comprehensive AI/ML Course. Learn to understand customer churn, explore data preprocessing techniques, and master classification algorithms like logistic regression and decision trees. You'll learn how to get actionable insights, optimise models, and make data-driven recommendations. This course is perfect for professionals looking to improve their skills in data collection, model evaluation, and churn prediction. It offers practical, high-quality learning that you can do at your own time, lah.
Apoia's Unique Benefits
Build skills
Enhance your practical skills in the areas listed below
Master customer churn: Analyse and reduce the impact of churn on business success, hor.
Data preprocessing: Handle missing values and scale features properly for best analysis.
Predictive modelling: Use logistic regression and decision trees to predict churn.
Model evaluation: Assess accuracy, precision, recall, and F1-score effectively, you know.
Optimise models: Apply cross-validation and hyperparameter tuning to get better results, can?
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.