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, optimize 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
Strengthen the development of the practical skills listed below
Master customer churn: Analyze 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.
Optimize 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.