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 preprocessing (or data prepping as some might call it), 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 looking to upskill themselves in data collection, model evaluation, and churn prediction, this course offers practical, high-quality learning at your own pace. It's lekker for anyone wanting to get clued up on this stuff.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master customer churn: Analyse and mitigate churn's impact on business success.
Data preprocessing: Handle missing values and scale features for optimal analysis. Some might call this data prepping.
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 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 offers practical and relevant knowledge for your professional journey.