AI ML Course
What will I learn?
Unlock the power of AI and machine learning in business intelligence with our comprehensive AI/ML Course. Dive into understanding customer churn, explore data pre-processing, and master classification algorithms like logistic regression and decision trees. Learn to derive actionable insights, optimise models, and make data-driven recommendations. Perfect for professionals seeking to enhance their skills in data collection, model evaluation, and churn prediction, this course offers practical, high-quality learning at your own pace.
Apoia's Unique Features
Develop skills
Enhance the growth of the practical skills listed below
Master customer churn: Analyse and mitigate churn impact on business success.
Data pre-processing: Handle missing values and scale features for optimal analysis.
Predictive modelling: Use logistic regression and decision trees for churn prediction.
Model evaluation: Assess accuracy, precision, recall, and F1-score effectively.
Optimise models: Apply cross-validation and hyperparameter tuning for better results.
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.