AI ML Course
What will I learn?
Unlock the potential of AI and Machine Learning in business intelligence with our comprehensive AI/ML Course. Get a deep understanding of customer churn, delve into data preprocessing techniques, and master classification algorithms such as logistic regression and decision trees. Learn to extract actionable insights, optimise models, and formulate data-driven recommendations. This course is ideal for professionals looking to improve their skills in data collection, model evaluation, and churn prediction, and offers practical, high-quality learning at your own convenience.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Master customer churn: Analyse and minimise the impact of customer churn on business success.
Data preprocessing: Manage missing values and scale features for optimal analysis.
Predictive modelling: Use logistic regression and decision trees for churn prediction.
Model evaluation: Effectively assess accuracy, precision, recall, and F1-score.
Optimise models: Apply cross-validation and hyperparameter tuning for improved results.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change the chapters and 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.