Machine Learning AI Course
What will I learn?
Unlock the power of Machine Learning in business intelligence with our in-depth Machine Learning AI Course. Delve into data exploration, master preprocessing techniques, and learn to identify patterns and trends. Gain expertise in supervised learning algorithms, time series models, and model selection criteria. Improve your skills with model training, evaluation, and optimization. Transform insights into actionable business reports and visualisations. Boost your career with practical, high-quality, and concise learning designed for BI professionals here in Namibia.
Apoia's Unique Features
Develop skills
Enhance the growth of the practical skills listed below
Master data exploration: Discover patterns and trends in complex datasets.
Optimise data preprocessing: Clean, transform, and handle missing values effectively.
Build forecasting models: Apply supervised learning and time series techniques like we do here.
Evaluate model performance: Use metrics and cross-validation for accuracy, it's key!
Enhance model results: Fine-tune hyperparameters and employ ensembling methods to get the best 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.